{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":191,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":191,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"9695a912171e","filters":{"venue":"Evidence-Based Mental Health"}},"results":[{"id":"W3186692595","doi":"10.1136/ebmental-2021-300277","title":"Prevalence of childhood mental disorders in high-income countries: a systematic review and meta-analysis to inform policymaking","year":2021,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":236,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Simon Fraser University","funders":"","keywords":"Mental health; Psychiatry; Medicine; Prevalence of mental disorders; Conduct disorder; Anxiety; Epidemiology; Meta-analysis; Depression (economics)","authors":[{"name":"Jenny Lou Barican","is_ca":true},{"name":"D. Yung","is_ca":true},{"name":"Christine R. Schwartz","is_ca":true},{"name":"Yufei Zheng","is_ca":true},{"name":"Katholiki Georgiades","is_ca":true},{"name":"Charlotte Waddell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0749011154857179,"gpt":0.4091511356207108,"spread":0.3342500201349928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02712025,0.002304268,0.01406646,0.00980784,0.0005458343,0.003787004,0.002374715,0.002307022,0.003964996],"category_scores_gemma":[0.06194833,0.001495101,0.03113087,0.008130179,0.0008143674,0.002438615,0.001932333,0.001975415,0.0003145945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003646462,"about_ca_system_score_gemma":0.007812602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052327,"about_ca_topic_score_gemma":0.0229273,"domain_scores_codex":[0.9868034,0.006880563,0.003708311,0.0009832425,0.001208295,0.0004162532],"domain_scores_gemma":[0.9570723,0.03357844,0.005205831,0.001284775,0.002511091,0.0003477618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0007906611,0.00002871736,0.007912786,0.4673888,0.4967436,0.0001252365,0.0001370762,0.0006024402,0.0001559277,0.000343992,0.001455687,0.02431513],"study_design_scores_gemma":[0.0004838599,0.0001738349,0.007854109,0.122894,0.8633755,0.000131922,0.0001257484,0.00029783,0.0001462907,0.0005557159,0.003925978,0.00003511268],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002626216,0.9948624,0.0004898266,0.0007751088,0.0001339124,0.0002606165,0.0005941534,0.00002558753,0.0002323602],"genre_scores_gemma":[0.140963,0.8507747,0.003584242,0.001864824,0.0002812166,0.001303333,0.0009829261,0.00003503847,0.0002106623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02712025,"threshold_uncertainty_score":0.1434273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159716563","doi":"10.1136/ebmental-2021-300254","title":"WHO mental health gap action programme (mhGAP) intervention guide: updated systematic review on evidence and impact","year":2021,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":222,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"National Institute of Mental Health; Medical Research Council; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; National Institutes of Health; King's College London; Government of the United Kingdom; Department of Health and Social Care; Health Services and Delivery Research Programme; National Institute for Health and Care Research; World Health Organization","keywords":"Mental health; PsycINFO; Medicine; Psychological intervention; Systematic review; MEDLINE; Psychology; Psychiatry; Political science","authors":[{"name":"Roxanne Keynejad","is_ca":false},{"name":"Jessica Spagnolo","is_ca":true},{"name":"Graham Thornicroft","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3151218520750447,"gpt":0.5579237598203491,"spread":0.2428019077453044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02695203,0.002035479,0.01121138,0.01603301,0.0008453453,0.003973424,0.003756868,0.003131503,0.01245417],"category_scores_gemma":[0.08185791,0.001507881,0.01209938,0.01343174,0.001179088,0.005771194,0.003811989,0.002856208,0.001004392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006697846,"about_ca_system_score_gemma":0.03139861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01604873,"about_ca_topic_score_gemma":0.03717048,"domain_scores_codex":[0.9873322,0.004163258,0.004334864,0.0007827324,0.002872158,0.0005147398],"domain_scores_gemma":[0.9585989,0.02387634,0.01018579,0.0007540013,0.005943524,0.0006414667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002323362,0.00002222841,0.0005149601,0.928069,0.004422951,0.00004679333,0.0001765588,0.00008577431,0.00007817896,0.0003016798,0.006669995,0.05937951],"study_design_scores_gemma":[0.0003233058,0.00009388334,0.002104976,0.9532417,0.02621658,0.0001000011,0.0001587525,0.00005434712,0.00008005876,0.0003843663,0.01721366,0.00002825068],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007663699,0.9924505,0.0003638211,0.002574831,0.0004370281,0.001104262,0.001649018,0.00003790867,0.0006163119],"genre_scores_gemma":[0.009096808,0.9806222,0.002499272,0.002917439,0.0002288571,0.00310787,0.00111843,0.00002434291,0.0003847434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02695203,"threshold_uncertainty_score":0.1425377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913124466","doi":"10.1136/ebmental-2018-300062","title":"Comparative evaluation of group-based mindfulness-based stress reduction and cognitive behavioural therapy for the treatment and management of chronic pain: A systematic review and network meta-analysis","year":2019,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":186,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; McMaster University; McGill University; Memorial University of Newfoundland; Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Mindfulness; Mindfulness-based stress reduction; Randomized controlled trial; Physical therapy; Meta-analysis; Cognitive therapy; Medicine; PsycINFO; Clinical psychology; Cognitive behavioral therapy; Cochrane Library; MEDLINE; Psychological intervention; Depression (economics); Distress; Psychology; Psychiatry; Internal medicine","authors":[{"name":"Eve‐Ling Khoo","is_ca":true},{"name":"Rebecca Small","is_ca":true},{"name":"Wei Cheng","is_ca":true},{"name":"Taylor Hatchard","is_ca":true},{"name":"Brittany A. Glynn","is_ca":true},{"name":"Danielle B. Rice","is_ca":true},{"name":"Becky Skidmore","is_ca":false},{"name":"Samantha Kenny","is_ca":true},{"name":"Brian Hutton","is_ca":true},{"name":"Patricia A. Poulin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4235660071572429,"gpt":0.5023805891674817,"spread":0.07881458201023883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01864962,0.002524068,0.01920102,0.007243554,0.0007881431,0.003629608,0.002512797,0.002353686,0.004751169],"category_scores_gemma":[0.04467055,0.0013366,0.02792007,0.00570287,0.001010268,0.00223056,0.001678652,0.001646611,0.0003059781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004792626,"about_ca_system_score_gemma":0.005283115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006712569,"about_ca_topic_score_gemma":0.0135294,"domain_scores_codex":[0.9883398,0.005680395,0.003241678,0.0009947352,0.001492088,0.0002514048],"domain_scores_gemma":[0.9794408,0.01489597,0.003582525,0.0004655112,0.001342488,0.0002726505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0042003,0.00008779573,0.0008882086,0.6043956,0.3673586,0.00005937503,0.0001547646,0.0002855406,0.0002455362,0.0001548535,0.0003132007,0.02185633],"study_design_scores_gemma":[0.003278183,0.001012597,0.00257521,0.08521413,0.9050057,0.0001051159,0.0001187274,0.0002351941,0.0002293293,0.0002436415,0.001947195,0.00003499955],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006273539,0.990782,0.0005814474,0.0002324055,0.0002316613,0.001290471,0.0002695069,0.00003027707,0.0003087493],"genre_scores_gemma":[0.1672745,0.8218277,0.003944044,0.0009845998,0.0002910924,0.004609433,0.0005764748,0.00003814526,0.0004541156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01920102,"threshold_uncertainty_score":0.09862983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898157129","doi":"10.1136/ebmental-2018-300037","title":"Sleep in youth with autism spectrum disorders: systematic review and meta-analysis of subjective and objective studies","year":2018,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":147,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"PsycINFO; Meta-analysis; MEDLINE; Autism spectrum disorder; Publication bias; Clinical psychology; Comorbidity; Autism; Psychology; Medicine; Psychiatry; Internal medicine","authors":[{"name":"Amparo Díaz‐Román","is_ca":false},{"name":"Junhua Zhang","is_ca":false},{"name":"Richard Delorme","is_ca":false},{"name":"Anita Beggiato","is_ca":false},{"name":"Samuele Cortese","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1265089525119004,"gpt":0.4151991511452143,"spread":0.2886901986333139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01975435,0.003379029,0.01893578,0.008458002,0.0007498215,0.004050441,0.002354198,0.002305291,0.003277489],"category_scores_gemma":[0.04615391,0.001592326,0.03915712,0.007415467,0.0008951384,0.002239871,0.001957977,0.001882777,0.0002271514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003272872,"about_ca_system_score_gemma":0.004518426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006840939,"about_ca_topic_score_gemma":0.01597752,"domain_scores_codex":[0.9866439,0.006405581,0.004063626,0.001329649,0.001221099,0.0003361584],"domain_scores_gemma":[0.9713032,0.02156123,0.004313834,0.0008250338,0.001738138,0.0002585376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001021382,0.00002716173,0.003030357,0.507419,0.476681,0.0001133782,0.0001060014,0.0003928007,0.0001574807,0.0001271465,0.0004020007,0.01052221],"study_design_scores_gemma":[0.000386069,0.0002028253,0.003822614,0.05509288,0.9382015,0.00012363,0.00006869686,0.0001518492,0.0001121418,0.0002431097,0.001567716,0.00002687861],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002916508,0.9954928,0.0004790956,0.0001388503,0.00009952021,0.0003087069,0.0003968317,0.00001608043,0.0001515606],"genre_scores_gemma":[0.1339953,0.8580129,0.003434233,0.000846557,0.0002730956,0.002170326,0.0009820653,0.00003302002,0.0002525378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9810642,"threshold_uncertainty_score":0.1044722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883429522","doi":"10.1136/ebmental-2018-300029","title":"Effects of mindfulness-based interventions on alexithymia: a systematic review","year":2018,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Mindfulness; Psychological intervention; Clinical psychology; Psychology; Randomized controlled trial; Meta-analysis; Toronto Alexithymia Scale; Psychotherapist; Medicine; Psychiatry; Internal medicine","authors":[{"name":"Hilary Norman","is_ca":false},{"name":"Lisa Marzano","is_ca":false},{"name":"Mark Coulson","is_ca":false},{"name":"Andrea Oskis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09273541967106895,"gpt":0.4294814549099133,"spread":0.3367460352388443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008240975,0.001349442,0.009310844,0.004213733,0.0005047031,0.00265042,0.001668567,0.002028434,0.004211844],"category_scores_gemma":[0.03544123,0.0009977986,0.01003875,0.003869194,0.000938415,0.001639277,0.001207665,0.001572832,0.0002630008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002406812,"about_ca_system_score_gemma":0.006691381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006234623,"about_ca_topic_score_gemma":0.01494621,"domain_scores_codex":[0.9951349,0.001781099,0.001615974,0.0004658928,0.0008509895,0.0001510783],"domain_scores_gemma":[0.973851,0.02110593,0.003359096,0.0003398819,0.001156609,0.0001874631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005628233,0.00003533627,0.0004225514,0.9223386,0.02572006,0.00004425867,0.0001519028,0.0001463683,0.0002343511,0.0002205745,0.0008930042,0.04923012],"study_design_scores_gemma":[0.001246257,0.0005693327,0.004480036,0.7550775,0.2225678,0.0002639682,0.0002429793,0.0001843315,0.000434521,0.0006342933,0.01425306,0.00004589324],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001198143,0.9978148,0.0001283793,0.0002556832,0.0001090133,0.0001891862,0.0001238763,0.000009424843,0.0001715691],"genre_scores_gemma":[0.03147118,0.9658599,0.0008838605,0.0007603968,0.0001313742,0.0005764915,0.0001678426,0.00001074794,0.0001382441],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009310844,"threshold_uncertainty_score":0.04358298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2195943384","doi":"10.1136/eb-2015-102228","title":"Meta-analysis of diagnostic accuracy studies in mental health","year":2015,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; Medical Research Council; University of Bristol; National Institute for Health and Care Research","keywords":"Bivariate analysis; Sensitivity (control systems); Meta-analysis; Terminology; Receiver operating characteristic; Test (biology); Diagnostic accuracy; Systematic review; Econometrics; Statistics; Computer science; Medicine; Data mining; Mathematics; MEDLINE; Pathology; Internal medicine; Biology; Engineering","authors":[{"name":"Yemisi Takwoingi","is_ca":false},{"name":"Richard D Riley","is_ca":false},{"name":"Jonathan J Deeks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4308703598970848,"gpt":0.4818906993898245,"spread":0.05102033949273971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.1386939,0.0037043,0.013665,0.01936247,0.001000828,0.005690168,0.003389922,0.002945045,0.003468005],"category_scores_gemma":[0.3743708,0.001872482,0.03754321,0.01468902,0.001377851,0.003164754,0.003667183,0.003152089,0.0003422044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005497741,"about_ca_system_score_gemma":0.006146207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004864487,"about_ca_topic_score_gemma":0.007461444,"domain_scores_codex":[0.7585955,0.1852442,0.03837311,0.005673928,0.01137382,0.0007394105],"domain_scores_gemma":[0.67148,0.2891725,0.02072299,0.01056717,0.007642229,0.0004152462],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009950734,0.00003239874,0.004531132,0.3705793,0.5535601,0.0001931098,0.0002604875,0.003220932,0.0003304126,0.004916406,0.002877054,0.05850355],"study_design_scores_gemma":[0.001516303,0.0003807309,0.005637525,0.1508685,0.7950277,0.0003165122,0.0001718411,0.003809616,0.001118572,0.02220365,0.01880881,0.0001403206],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00248428,0.9418153,0.0446132,0.002265092,0.001313805,0.003863134,0.002198683,0.0002316884,0.001214847],"genre_scores_gemma":[0.1652075,0.5853324,0.2023472,0.003893194,0.001695499,0.03758269,0.002730662,0.0002677441,0.0009431162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.986335,"threshold_uncertainty_score":0.7334924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896312564","doi":"10.1136/ebmental-2018-300025","title":"Conceptual review of measuring functional impairment: findings from the Weiss Functional Impairment Rating Scale","year":2018,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Functional impairment; Rating scale; Clinical psychology; Psychology; Psychological intervention; MEDLINE; Scale (ratio); Clinical trial; Outcome (game theory); Inclusion and exclusion criteria; Medicine; Psychiatry; Developmental psychology; Alternative medicine","authors":[{"name":"Margaret D. Weiss","is_ca":false},{"name":"Nicole M. McBride","is_ca":false},{"name":"Stephanie G. Craig","is_ca":true},{"name":"Peter S. Jensen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1415355274758053,"gpt":0.3664744165014707,"spread":0.2249388890256654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01755721,0.001715429,0.003700046,0.01522556,0.0005505198,0.00358597,0.002690981,0.001396492,0.002640746],"category_scores_gemma":[0.04288201,0.0008558163,0.002874981,0.01102237,0.002822437,0.003290928,0.001898007,0.002704663,0.0005829787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004328517,"about_ca_system_score_gemma":0.008709149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005587121,"about_ca_topic_score_gemma":0.007918417,"domain_scores_codex":[0.9881749,0.005757138,0.002792618,0.0008777236,0.002208987,0.0001885471],"domain_scores_gemma":[0.9666395,0.02583275,0.002826875,0.00037347,0.004131615,0.0001956617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002659106,0.00006101235,0.004102075,0.2671293,0.001807919,0.0001967835,0.001548487,0.0006561529,0.000249932,0.01289772,0.02206203,0.6890227],"study_design_scores_gemma":[0.0001343126,0.0003659762,0.02364971,0.6087906,0.005655529,0.002292396,0.002544692,0.0005534561,0.0003786857,0.01357662,0.3418539,0.0002043017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001969512,0.9980677,0.0003202035,0.0007883476,0.0001454558,0.00003780816,0.00007426392,0.000002491223,0.0003667244],"genre_scores_gemma":[0.004834577,0.9929314,0.001135993,0.0005504087,0.0001989241,0.0001513855,0.00010761,0.000003999174,0.00008570391],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01755721,"threshold_uncertainty_score":0.09285247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964534932","doi":"10.1136/ebmental-2019-300093","title":"Use of mobile apps and technologies in child and adolescent mental health: a systematic review","year":2019,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Mental health; Psychological intervention; Inclusion (mineral); The Internet; Systematic review; Inclusion and exclusion criteria; Medicine; Population; Psychology; MEDLINE; Psychiatry; Alternative medicine; World Wide Web; Computer science; Environmental health; Social psychology","authors":[{"name":"Mallika Punukollu","is_ca":true},{"name":"Mafalda Marques","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1827333871490326,"gpt":0.462140863210618,"spread":0.2794074760615854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00731738,0.001139436,0.00593676,0.01016264,0.0006722916,0.002929323,0.001645017,0.0022384,0.00531124],"category_scores_gemma":[0.0339699,0.001010889,0.004604143,0.009291937,0.0008118698,0.002857205,0.001693708,0.001250376,0.0003676744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003176345,"about_ca_system_score_gemma":0.01307067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005427034,"about_ca_topic_score_gemma":0.01902398,"domain_scores_codex":[0.9946866,0.001761995,0.001821866,0.0003602923,0.001158621,0.0002105916],"domain_scores_gemma":[0.9771036,0.01754501,0.003245411,0.0002573348,0.001589768,0.0002590268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000738799,0.00001764599,0.0003662657,0.9561374,0.002171706,0.00006049081,0.0001875351,0.0000350412,0.00009034792,0.0001966986,0.001163126,0.03950002],"study_design_scores_gemma":[0.00006354539,0.0001061695,0.001796673,0.9652182,0.01509755,0.0002334159,0.0002775262,0.00003542863,0.00007571865,0.0001310146,0.01694965,0.0000151303],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006444216,0.9982094,0.00008298727,0.0002810783,0.0001242898,0.0002843788,0.0001371667,0.000005449005,0.000230889],"genre_scores_gemma":[0.006438011,0.9919837,0.0004108339,0.0004181422,0.00007674978,0.0004706799,0.0000916007,0.000003034283,0.0001072819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01016264,"threshold_uncertainty_score":0.03869843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080828969","doi":"10.1136/ebmental-2020-300164","title":"Mind the methods of determining minimal important differences: three critical issues to consider","year":2020,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"Canadian Institutes of Health Research","keywords":"Interpretability; Prom; Computer science; Patient-reported outcome; Systematic review; Management science; Psychology; MEDLINE; Data science; Risk analysis (engineering); Medicine; Artificial intelligence; Quality of life (healthcare)","authors":[{"name":"Tahira Devji","is_ca":true},{"name":"Alonso Carrasco‐Labra","is_ca":false},{"name":"Gordon Guyatt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9176321228776272,"gpt":0.6929243039291735,"spread":0.2247078189484537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7490971,0.004443063,0.01402658,0.01324662,0.004354757,0.01820274,0.01591835,0.01176676,0.003234229],"category_scores_gemma":[0.9232491,0.004307604,0.00851921,0.01456117,0.02837748,0.02239693,0.01069522,0.03203537,0.001408683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01039449,"about_ca_system_score_gemma":0.02385596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004191385,"about_ca_topic_score_gemma":0.005219598,"domain_scores_codex":[0.1335047,0.7380829,0.07774631,0.01275338,0.03711843,0.0007942277],"domain_scores_gemma":[0.0181368,0.940102,0.01485548,0.01556837,0.01080766,0.0005296544],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004163904,0.0003892077,0.01396065,0.1081332,0.02064721,0.001130772,0.02404428,0.00504405,0.001317244,0.2636189,0.09570456,0.461846],"study_design_scores_gemma":[0.001933181,0.001114079,0.004788599,0.08959943,0.005434684,0.001181013,0.004206198,0.01396863,0.002277212,0.7640398,0.1104919,0.0009652845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.004709414,0.1242639,0.6280271,0.217072,0.01422534,0.004957851,0.00129312,0.001036428,0.004414945],"genre_scores_gemma":[0.1049829,0.01645117,0.8008292,0.05214264,0.007604594,0.01660287,0.0003788896,0.0004596428,0.0005480528],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2509029,"threshold_uncertainty_score":0.309408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738242267","doi":"10.1136/eb-2017-102688","title":"Applying deep neural networks to unstructured text notes in electronic medical records for phenotyping youth depression","year":2017,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Centre for Addiction and Mental Health","funders":"University of Toronto; McLaughlin Centre, University of Toronto","keywords":"Computer science; Artificial neural network; Machine learning; Artificial intelligence; Task (project management); Depression (economics); Sensitivity (control systems); Set (abstract data type); Sample (material); Medical record; Medicine","authors":[{"name":"Joseph Geraci","is_ca":true},{"name":"Pamela Wilansky","is_ca":true},{"name":"Vincenzo De Luca","is_ca":true},{"name":"Anvesh Roy","is_ca":true},{"name":"James L. Kennedy","is_ca":true},{"name":"John S. Strauss","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07330948475134542,"gpt":0.4225347377110539,"spread":0.3492252529597085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003432883,0.0006237315,0.0002850971,0.00161964,0.0003824373,0.0009204004,0.0006057716,0.0007363036,0.0008032848],"category_scores_gemma":[0.01558858,0.0002321017,0.0003929587,0.001052413,0.0002719562,0.0008515794,0.0006019016,0.0009217936,0.0003269456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433344,"about_ca_system_score_gemma":0.001065364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01803921,"about_ca_topic_score_gemma":0.03211504,"domain_scores_codex":[0.9983328,0.0009884614,0.0001533687,0.0002362642,0.0001980074,0.00009103412],"domain_scores_gemma":[0.9883571,0.008866366,0.0009161705,0.0006938184,0.0009877332,0.0001787757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009362994,0.001183809,0.1782586,0.0003886265,0.000330511,0.0005182153,0.0007949937,0.1664468,0.007398856,0.0008314768,0.003696369,0.6392156],"study_design_scores_gemma":[0.00004751661,0.0002692674,0.02427179,0.0001014855,0.00007249634,0.0001744419,0.0003110415,0.9634663,0.006955823,0.002858821,0.001438636,0.00003244897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8727709,0.001096645,0.1182044,0.001955751,0.0001317931,0.0005335301,0.001715858,0.001159823,0.002431158],"genre_scores_gemma":[0.9042017,0.0003097884,0.09316511,0.0002674708,0.00004476532,0.0000924573,0.0009879423,0.00001578196,0.0009149415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01803921,"threshold_uncertainty_score":0.03586841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2599275779","doi":"10.1136/eb-2017-102666","title":"Reporting guidance considerations from a statistical perspective: overview of tools to enhance the rigour of reporting of randomised trials and systematic reviews","year":2017,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Rigour; Systematic review; Consolidated Standards of Reporting Trials; Protocol (science); Transparency (behavior); Clinical trial; Management science; Research design; MEDLINE; Medicine; Medical physics; Alternative medicine; Computer science; Data science; Medical education; Statistics","authors":[{"name":"Brian Hutton","is_ca":true},{"name":"Dianna Wolfe","is_ca":true},{"name":"David Moher","is_ca":true},{"name":"Larissa Shamseer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9491098146387268,"gpt":0.70214388102103,"spread":0.2469659336176968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7201168,0.008281413,0.01533038,0.04142597,0.004900443,0.02229664,0.01393675,0.02443136,0.01545133],"category_scores_gemma":[0.8746182,0.00990472,0.022777,0.04161364,0.01405887,0.0157003,0.01410103,0.02284663,0.0118795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0180784,"about_ca_system_score_gemma":0.07575432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008436169,"about_ca_topic_score_gemma":0.006022483,"domain_scores_codex":[0.09583002,0.6346909,0.226445,0.006318685,0.03447831,0.002237073],"domain_scores_gemma":[0.05625243,0.6740877,0.09416962,0.03785623,0.1349644,0.002669632],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001363011,0.0001255603,0.001733685,0.2761936,0.003982324,0.0006698992,0.008956792,0.004458256,0.0009585344,0.07925761,0.2873975,0.3349033],"study_design_scores_gemma":[0.002000197,0.0005164375,0.002665317,0.3839692,0.003603902,0.001086119,0.001762573,0.00667083,0.002367202,0.1009546,0.4938162,0.0005874564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.001126129,0.09334641,0.5957975,0.1448289,0.01608474,0.1138144,0.01626344,0.005218021,0.01352056],"genre_scores_gemma":[0.007080572,0.03724073,0.7450134,0.01466861,0.003508427,0.1865413,0.003593351,0.0009582846,0.001395433],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2798832,"threshold_uncertainty_score":0.3451459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2961583591","doi":"10.1136/ebmental-2019-300096","title":"Six decades of preventing and treating childhood anxiety disorders: a systematic review and meta-analysis to inform policy and practice","year":2019,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Anxiety; Psychological intervention; CINAHL; Psychosocial; Randomized controlled trial; Cognitive behavioral therapy; Clinical psychology; PsycINFO; Coping (psychology); Medicine; Psychiatry; Psychology; MEDLINE","authors":[{"name":"Christine R. Schwartz","is_ca":true},{"name":"Jenny Lou Barican","is_ca":true},{"name":"D. Yung","is_ca":true},{"name":"Yufei Zheng","is_ca":true},{"name":"Charlotte Waddell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1271291174990222,"gpt":0.4512733660835014,"spread":0.3241442485844792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05454272,0.002909651,0.01873113,0.01143007,0.0007095358,0.00581292,0.002929781,0.003339331,0.004923475],"category_scores_gemma":[0.09293063,0.0024299,0.02712858,0.008980891,0.00132704,0.004111862,0.002638438,0.00303427,0.0004097668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006465213,"about_ca_system_score_gemma":0.01383177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009069202,"about_ca_topic_score_gemma":0.02233426,"domain_scores_codex":[0.9720211,0.01467361,0.008306322,0.001546088,0.002814865,0.000638121],"domain_scores_gemma":[0.9229481,0.05764084,0.01181105,0.002152874,0.004631889,0.0008152172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001227452,0.00004581705,0.001507883,0.6875615,0.2652923,0.00009213248,0.0002028279,0.0004767081,0.0001847978,0.0006102239,0.001857414,0.04094098],"study_design_scores_gemma":[0.00094763,0.0003339036,0.002593821,0.3652319,0.6203797,0.0001006036,0.0001866363,0.0002444403,0.0001499664,0.001108984,0.008677,0.0000453856],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007021617,0.9977224,0.0002219968,0.0007358827,0.0001670789,0.0001670478,0.0001322752,0.0000116604,0.0001395225],"genre_scores_gemma":[0.03190736,0.9620252,0.002202987,0.002280756,0.0002677731,0.0008656203,0.0002761348,0.00002048394,0.0001536315],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05454272,"threshold_uncertainty_score":0.2884529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002725602","doi":"10.1136/ebmh.11.1.3-a","title":"Missing data and the trouble with LOCF","year":2008,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Missing data; Drop out; Subject (documents); Data collection; Statistics; Psychology; Medicine; Computer science; Mathematics","authors":[{"name":"David L. Streiner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7980895649941298,"gpt":0.5988277908535505,"spread":0.1992617741405792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4013272,0.001688901,0.004986084,0.00915805,0.003876551,0.007331935,0.01164253,0.007603351,0.03064324],"category_scores_gemma":[0.7718933,0.002160402,0.003224049,0.01204172,0.01873103,0.01767109,0.01228609,0.01140755,0.004729065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005299537,"about_ca_system_score_gemma":0.009250852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009417503,"about_ca_topic_score_gemma":0.006072055,"domain_scores_codex":[0.5819516,0.3259182,0.0300349,0.02455532,0.03394808,0.003591897],"domain_scores_gemma":[0.1499867,0.7320082,0.02725585,0.06726005,0.02115479,0.002334463],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005865291,0.00007082246,0.01823778,0.004837343,0.001176202,0.001119143,0.009029635,0.001526277,0.00007778237,0.1856551,0.2901067,0.4875767],"study_design_scores_gemma":[0.0004271229,0.0003177344,0.008944525,0.02187306,0.0006401661,0.005425085,0.00336755,0.007433153,0.000657798,0.61431,0.3361721,0.0004316916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009574845,0.06260933,0.4442544,0.3979954,0.02958054,0.002117863,0.008602677,0.002705124,0.04255978],"genre_scores_gemma":[0.345928,0.03075928,0.2952172,0.2547729,0.03961599,0.01020413,0.005858078,0.003428104,0.01421625],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5986729,"threshold_uncertainty_score":0.7382702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766038064","doi":"10.1136/eb-2017-102763","title":"Acceptability of the Fitbit in behavioural activation therapy for depression: a qualitative study","year":2017,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; Impact; Population Health Research Institute; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Behavioral activation; Qualitative research; Psychology; Psychotherapist; Physical therapy; Clinical psychology; Medicine; Psychiatry; Sociology; Cognition","authors":[{"name":"Jenny Chum","is_ca":true},{"name":"Min Suk Kim","is_ca":true},{"name":"Laura Zielinski","is_ca":true},{"name":"Meha Bhatt","is_ca":true},{"name":"Douglas C. Chung","is_ca":true},{"name":"Sharon Yeung","is_ca":true},{"name":"Kathryn Litke","is_ca":true},{"name":"Kathleen McCabe","is_ca":true},{"name":"Jeff Whattam","is_ca":true},{"name":"Laura Garrick","is_ca":true},{"name":"Laura O’Neill","is_ca":true},{"name":"Stefanie Goyert","is_ca":true},{"name":"Colleen Merrifield","is_ca":true},{"name":"Yogita S. Patel","is_ca":true},{"name":"Zainab Samaan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2772074937658225,"gpt":0.5543952987070979,"spread":0.2771878049412754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01140478,0.0005232153,0.0007398197,0.001044186,0.004322742,0.002457246,0.001302554,0.001425822,0.002071271],"category_scores_gemma":[0.01683108,0.0005332281,0.000527114,0.001038358,0.00423806,0.002244076,0.003476339,0.002117012,0.0002782352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003252669,"about_ca_system_score_gemma":0.002859163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003682109,"about_ca_topic_score_gemma":0.005886884,"domain_scores_codex":[0.9912992,0.006828733,0.0002674703,0.0002920094,0.0005913384,0.0007212876],"domain_scores_gemma":[0.9840963,0.01242002,0.001057609,0.0002767034,0.0009828839,0.001166595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008066466,0.0001372753,0.004525572,0.0002778471,0.000007422822,0.0009394523,0.9850149,0.00005034102,0.001318984,0.0003672873,0.0002704053,0.007009868],"study_design_scores_gemma":[0.0000141514,0.0002607159,0.005084373,0.0002907384,0.000009357444,0.0005466437,0.9881158,0.0001771441,0.0004738009,0.0001637789,0.004842383,0.00002108837],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954934,0.0003094446,0.001405246,0.0008295504,0.00002271142,0.0002845913,0.0001062571,0.00001099812,0.00153776],"genre_scores_gemma":[0.9966264,0.0004419152,0.0009426617,0.0004534087,0.00001025101,0.0004238579,0.00005453217,0.00001368356,0.001033425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01140478,"threshold_uncertainty_score":0.06031495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2762501845","doi":"10.1136/eb-2017-102764","title":"A qualitative study of a blended therapy using problem solving therapy with a customised smartphone app in men who present to hospital with intentional self-harm","year":2017,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Harm; Mobile apps; Psychology; Smartphone app; Qualitative research; Psychotherapist; Internet privacy; Computer science; Social psychology; World Wide Web; Sociology","authors":[{"name":"Craig Mackie","is_ca":true},{"name":"Nicole Dunn","is_ca":true},{"name":"Sarah MacLean","is_ca":true},{"name":"Valerie Testa","is_ca":true},{"name":"Marnin J. Heisel","is_ca":true},{"name":"Simon Hatcher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1117265121368253,"gpt":0.4628442100407535,"spread":0.3511176979039282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01397886,0.0009026161,0.001531112,0.001663407,0.01592669,0.004614767,0.002937986,0.003159044,0.006738035],"category_scores_gemma":[0.02365347,0.001163388,0.000842613,0.001359989,0.01148688,0.005240462,0.006317779,0.004607288,0.0009193627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00576055,"about_ca_system_score_gemma":0.007383583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006951191,"about_ca_topic_score_gemma":0.01374429,"domain_scores_codex":[0.9832458,0.01279379,0.0005111715,0.0009056913,0.000942376,0.001601136],"domain_scores_gemma":[0.9767914,0.01603904,0.001510697,0.0005809881,0.00204481,0.003032979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003477027,0.0001128354,0.0009847408,0.0002000719,0.000003723821,0.001190536,0.9928681,0.00002887038,0.0004119603,0.0006739253,0.0006630324,0.002827514],"study_design_scores_gemma":[0.000009361805,0.0001357178,0.0007649093,0.0002564685,0.00000499063,0.000464027,0.9885414,0.00009588472,0.0002274244,0.0002460187,0.009238035,0.00001575106],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704148,0.001594322,0.007466322,0.008059327,0.0003915816,0.00144111,0.0003416811,0.00007601081,0.01021485],"genre_scores_gemma":[0.9770135,0.001552452,0.005433171,0.003799753,0.0001221676,0.001468055,0.000138366,0.00009860124,0.0103739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01592669,"threshold_uncertainty_score":0.07392812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203185705","doi":"10.1136/ebmental-2021-300346","title":"Comparative efficacy and acceptability of psychotherapies for post-traumatic stress disorder in children and adolescents: a systematic review and network meta-analysis","year":2021,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Key Research and Development Program of China; Institute of Education Sciences; H. Lundbeck A/S; National Natural Science Foundation of China; Fondazione Cariplo; Angelini Pharma; European Commission; ZonMw; Chinese Academy of Medical Sciences; National Institute of Mental Health; Chongqing Science and Technology Commission; National Institute for Health and Care Research; Wellcome Trust","keywords":"Meta-analysis; Psychology; Traumatic stress; Psychotherapist; Clinical psychology; Systematic review; Medicine; MEDLINE","authors":[{"name":"Yajie Xiang","is_ca":false},{"name":"Andrea Cipriani","is_ca":false},{"name":"Teng Teng","is_ca":false},{"name":"Cinzia Del Giovane","is_ca":false},{"name":"Yuqing Zhang","is_ca":false},{"name":"John R. Weisz","is_ca":false},{"name":"Xuemei Li","is_ca":false},{"name":"Pim Cuijpers","is_ca":false},{"name":"Xueer Liu","is_ca":false},{"name":"Jürgen Barth","is_ca":false},{"name":"Yuanliang Jiang","is_ca":false},{"name":"David Cohen","is_ca":false},{"name":"Li Fan","is_ca":false},{"name":"Donna Gillies","is_ca":false},{"name":"Kang Du","is_ca":false},{"name":"Arun Ravindran","is_ca":true},{"name":"Xinyu Zhou","is_ca":false},{"name":"Peng Xie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2525485442361852,"gpt":0.5092414812193672,"spread":0.256692936983182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02513607,0.002677295,0.0218269,0.008520241,0.0006400214,0.003482534,0.002456085,0.002259572,0.003159671],"category_scores_gemma":[0.05987903,0.001350729,0.03403536,0.007666829,0.001209159,0.001955045,0.001947116,0.001843974,0.0002121831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004205821,"about_ca_system_score_gemma":0.003974487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005953947,"about_ca_topic_score_gemma":0.01070917,"domain_scores_codex":[0.9798254,0.01022275,0.00593785,0.001672661,0.001984317,0.00035702],"domain_scores_gemma":[0.9515173,0.03791311,0.007074063,0.001118549,0.002029583,0.0003473732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002386587,0.00003279386,0.001955774,0.460563,0.5226291,0.00006368737,0.0001173422,0.0003304959,0.000152507,0.0001254569,0.0002549201,0.01138839],"study_design_scores_gemma":[0.001016352,0.0003085939,0.00318712,0.04326372,0.9504152,0.00008304361,0.00006923528,0.000138079,0.000128423,0.0002057165,0.00116092,0.00002357297],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007291963,0.9900855,0.0006203263,0.0001781644,0.0001232015,0.0007655034,0.0006248598,0.00002442765,0.0002860891],"genre_scores_gemma":[0.2438066,0.7467604,0.003627022,0.0008381224,0.0002092694,0.003322277,0.001123046,0.00003975098,0.0002736129],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02513607,"threshold_uncertainty_score":0.1329338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2570456334","doi":"10.1136/eb-2016-102498","title":"Current status of electroconvulsive therapy for mood disorders: a clinical review","year":2017,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Electroconvulsive therapy; Neuropsychology; Mood; Psychiatry; Cognition; Medicine; Psychology; Mood disorders; Clinical Practice; Intensive care medicine; Physical therapy; Anxiety","authors":[{"name":"Dušan Kolar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3517532100884127,"gpt":0.5784175903753195,"spread":0.2266643802869068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001508635,0.001086703,0.002678233,0.006028157,0.0004437309,0.001763914,0.001564605,0.001351598,0.006700454],"category_scores_gemma":[0.004997111,0.0004348313,0.001724682,0.006147874,0.0005145003,0.001672433,0.0009044782,0.001254905,0.0009468501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009102803,"about_ca_system_score_gemma":0.003265643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002393863,"about_ca_topic_score_gemma":0.005219059,"domain_scores_codex":[0.9992396,0.0001531052,0.0003001021,0.0000913816,0.0001825269,0.00003340113],"domain_scores_gemma":[0.9960418,0.002840275,0.0005758281,0.00005288651,0.0004080364,0.00008115937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001141031,0.00005997887,0.0003390748,0.2638484,0.00066945,0.0001954972,0.0001431369,0.0001937786,0.0003248955,0.001103769,0.01936276,0.7136451],"study_design_scores_gemma":[0.00009398124,0.0001940905,0.003423125,0.2915929,0.005325429,0.002527043,0.0003437591,0.0001413961,0.0003165651,0.002284567,0.6937063,0.00005086602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004691475,0.9995624,0.00001828723,0.0001185584,0.00005191079,0.000004438829,0.00002057318,0.000002156462,0.0001747785],"genre_scores_gemma":[0.0004296598,0.9992674,0.00007059122,0.0001030783,0.00005257594,0.000006427014,0.00002216568,7.115029e-7,0.00004744394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006700454,"threshold_uncertainty_score":0.02241528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2465031403","doi":"10.1136/eb-2016-102412","title":"Prevalence, impact and treatment of generalised anxiety disorder in bipolar disorder: a systematic review and meta-analysis","year":2016,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Meta-analysis; Bipolar disorder; Anxiety; Clinical psychology; Psychology; Systematic review; Psychiatry; Panic disorder; Medicine; Psychotherapist; MEDLINE; Mood; Internal medicine","authors":[{"name":"Antonio Preti","is_ca":false},{"name":"Jeļena Vrubļevska","is_ca":false},{"name":"Areti Angeliki Veroniki","is_ca":true},{"name":"Tania B. Huedo–Medina","is_ca":false},{"name":"Konstantinos Ν. Fountoulakis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09200889611005598,"gpt":0.405021796122239,"spread":0.313012900012183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01786969,0.002741311,0.02140039,0.007313475,0.000594016,0.004775122,0.002647967,0.00276927,0.003856976],"category_scores_gemma":[0.04180142,0.00184753,0.04591901,0.006445949,0.0008644513,0.002486966,0.001853582,0.002201032,0.0002963934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003956211,"about_ca_system_score_gemma":0.004807637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008454313,"about_ca_topic_score_gemma":0.01825037,"domain_scores_codex":[0.9874691,0.006012952,0.003649418,0.001113171,0.0013645,0.0003908291],"domain_scores_gemma":[0.9811726,0.01359355,0.003183129,0.0005123444,0.001293493,0.0002449017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001320631,0.00002261666,0.002497265,0.4987451,0.4808235,0.00009782159,0.00009825842,0.0004664765,0.000154867,0.0001586357,0.0007971421,0.0148176],"study_design_scores_gemma":[0.0005811863,0.0001690928,0.002845536,0.06003223,0.9339345,0.0001119298,0.00005816144,0.0001630363,0.00008745724,0.0002460488,0.001745297,0.0000254893],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001955745,0.9967366,0.0002680303,0.0002528202,0.0001399153,0.0001875648,0.0002721068,0.00001695311,0.0001703046],"genre_scores_gemma":[0.1077305,0.8860873,0.002284219,0.001326074,0.0003592546,0.001278642,0.0006229134,0.00003254272,0.000278468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02140039,"threshold_uncertainty_score":0.09450513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224984734","doi":"10.1136/ebmental-2021-300401","title":"Mental healthcare in primary and community-based settings: evidence beyond the WHO Mental Health Gap Action Programme (mhGAP) Intervention Guide","year":2022,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Santé Mentale au Québec; Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"National Institute of Mental Health; Medical Research Council; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; King's College London; Fonds de Recherche du Québec - Santé; Health Services and Delivery Research Programme; National Institute for Health and Care Research","keywords":"PsycINFO; CINAHL; Mental health; Psychological intervention; Medicine; MEDLINE; Systematic review; Intervention (counseling); Family medicine; Psychiatry; Political science","authors":[{"name":"Roxanne Keynejad","is_ca":false},{"name":"Jessica Spagnolo","is_ca":true},{"name":"Graham Thornicroft","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3033308860971706,"gpt":0.5040640970231469,"spread":0.2007332109259763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07388408,0.00157938,0.00544973,0.01416686,0.001175667,0.006920725,0.003479933,0.003811687,0.009359471],"category_scores_gemma":[0.2139094,0.001456407,0.007631838,0.0121696,0.00206144,0.007027184,0.006692613,0.004963535,0.0008066146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008966664,"about_ca_system_score_gemma":0.04265304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0151118,"about_ca_topic_score_gemma":0.03726589,"domain_scores_codex":[0.9457064,0.02855079,0.01282432,0.001836159,0.009977581,0.001104825],"domain_scores_gemma":[0.8294013,0.1400081,0.0162333,0.002376791,0.009939553,0.002040952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005385254,0.000148678,0.001738526,0.7437257,0.004359692,0.00007376492,0.001198668,0.0002394492,0.00009476276,0.003487572,0.008726438,0.2356682],"study_design_scores_gemma":[0.0004742285,0.0002129344,0.003589077,0.9648708,0.006345071,0.00006812521,0.0007453827,0.0001065629,0.00008641788,0.001429501,0.02204423,0.00002775432],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002050808,0.9774197,0.001007881,0.01201234,0.001009211,0.002142846,0.0008950537,0.00004217341,0.003419935],"genre_scores_gemma":[0.05417879,0.9181554,0.01181014,0.008190912,0.0006080103,0.005815759,0.0008605908,0.0000299443,0.0003503935],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07388408,"threshold_uncertainty_score":0.3907411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800185578","doi":"10.1136/eb-2017-102862","title":"Fifty years of preventing and treating childhood behaviour disorders: a systematic review to inform policy and practice","year":2018,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Canada Research Chairs","keywords":"Psychosocial; PsycINFO; CINAHL; Psychological intervention; Medicine; Randomized controlled trial; MEDLINE; Intervention (counseling); Systematic review; Psychiatry; Family medicine","authors":[{"name":"Charlotte Waddell","is_ca":true},{"name":"Christine R. Schwartz","is_ca":true},{"name":"Caitlyn Andres","is_ca":true},{"name":"Jenny Lou Barican","is_ca":true},{"name":"D. Yung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06828452783117395,"gpt":0.4326222607900554,"spread":0.3643377329588814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03725098,0.001531446,0.009386882,0.01548064,0.001147349,0.005523735,0.002586262,0.003970316,0.007016561],"category_scores_gemma":[0.1230551,0.002069711,0.007445598,0.01234795,0.001789519,0.008711475,0.002863999,0.003571072,0.0005532011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01005937,"about_ca_system_score_gemma":0.04014934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348015,"about_ca_topic_score_gemma":0.04615929,"domain_scores_codex":[0.9652186,0.01386662,0.01357978,0.001517948,0.005101262,0.0007157403],"domain_scores_gemma":[0.8849276,0.08169166,0.01945043,0.001928914,0.01048691,0.001514505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001852643,0.00002415959,0.0005349839,0.9221009,0.003997066,0.00007886273,0.0004093093,0.0001213089,0.0001146694,0.000994865,0.004346509,0.06709205],"study_design_scores_gemma":[0.0001026937,0.0000563357,0.0009359656,0.9687042,0.009766201,0.00008997569,0.0001877651,0.00004009853,0.00003925262,0.0004236216,0.01963778,0.00001612043],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002672239,0.9971477,0.0001109657,0.00153315,0.00032425,0.0002121587,0.0001518101,0.000005778038,0.0002470059],"genre_scores_gemma":[0.005596433,0.9898832,0.0009762726,0.00232776,0.0002209611,0.0007076446,0.0001634455,0.000006152337,0.0001181094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03725098,"threshold_uncertainty_score":0.1970044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008584044","doi":"10.1136/ebmh.10.4.98-a","title":"Alcohol consumption in pregnancy as a risk factor for later mental health problems","year":2007,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Abstinence; Medicine; Pregnancy; Mental health; Observational study; Environmental health; Public health; Epidemiology; Consumption (sociology); Psychiatry; Precautionary principle","authors":[{"name":"Kapil Sayal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06965039700342172,"gpt":0.3778803427082906,"spread":0.3082299457048689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003164295,0.0004436752,0.0009885267,0.002674964,0.0003758823,0.0008185671,0.0005214521,0.0007941165,0.003288825],"category_scores_gemma":[0.01470073,0.0003742559,0.002623615,0.003902676,0.0003769075,0.0007717663,0.0008438512,0.001314066,0.00015526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145954,"about_ca_system_score_gemma":0.002621357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02934391,"about_ca_topic_score_gemma":0.05170289,"domain_scores_codex":[0.9975492,0.001119592,0.0004431676,0.0002785566,0.0004492241,0.0001601066],"domain_scores_gemma":[0.9913584,0.0058065,0.002143817,0.0001258068,0.0003829442,0.0001826546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001389787,0.000124614,0.6276662,0.103161,0.01765632,0.001125414,0.001508568,0.0004162839,0.0002740416,0.001947158,0.006922574,0.237808],"study_design_scores_gemma":[0.0001371836,0.0002919747,0.8579819,0.08959187,0.02572466,0.002039579,0.0009048047,0.0004759527,0.0001704555,0.001197104,0.02142411,0.00006050361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03246775,0.9612411,0.0002675206,0.002239036,0.0002143721,0.00006180185,0.001668629,0.000006958944,0.001832903],"genre_scores_gemma":[0.2820473,0.7138039,0.0009570128,0.001084338,0.0003408304,0.0001611717,0.001127722,0.000008041842,0.000469623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02934391,"threshold_uncertainty_score":0.05834621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2528489060","doi":"10.1136/eb-2016-102456","title":"Assessing and measuring cognitive function in major depressive disorder","year":2016,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Treatment of Major Depression","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Major depressive disorder; Cognition; Gold standard (test); Cognitive test; Psychology; Clinical psychology; Medicine; Psychiatry","authors":[{"name":"Renee‐Marie Ragguett","is_ca":true},{"name":"Ron Kakar","is_ca":true},{"name":"Joshua D. Rosenblat","is_ca":true},{"name":"Yena Lee","is_ca":true},{"name":"Roger S. McIntyre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1392827135002047,"gpt":0.4195339927947432,"spread":0.2802512792945385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002726799,0.0009884038,0.002383348,0.004270312,0.000245922,0.001088394,0.0009942936,0.001032063,0.00180941],"category_scores_gemma":[0.00619485,0.0004170712,0.002493819,0.003452163,0.0003714285,0.0008384391,0.00077631,0.001177695,0.0003127166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009616507,"about_ca_system_score_gemma":0.002255828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006826567,"about_ca_topic_score_gemma":0.0186265,"domain_scores_codex":[0.9985373,0.0005826907,0.0004182839,0.00008784536,0.0003273765,0.00004648609],"domain_scores_gemma":[0.9976048,0.001555438,0.0004978746,0.00003708908,0.0002675382,0.00003704076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001818607,0.0000744425,0.001298281,0.2174842,0.002177945,0.00006762835,0.0001461695,0.0002247729,0.0002286452,0.000767968,0.005713902,0.7716341],"study_design_scores_gemma":[0.0005911049,0.000806902,0.04315914,0.5596707,0.02697072,0.002354888,0.0007129399,0.0007919413,0.001178249,0.003760105,0.3598566,0.0001467174],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002514153,0.9992699,0.00005171201,0.0001219499,0.00003620251,0.00002598084,0.00003413515,0.000002150368,0.0002065224],"genre_scores_gemma":[0.00285903,0.9964656,0.0003881624,0.0001069245,0.00002988233,0.00003647403,0.00004352529,5.842e-7,0.00006987173],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006826567,"threshold_uncertainty_score":0.01442081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147060563","doi":"10.1136/ebmh.5.4.102","title":"Evidence-Based Mental Health","year":2002,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mental health; Skepticism; Selection (genetic algorithm); Psychology; Quality (philosophy); Field (mathematics); Psychiatry; Applied psychology; Computer science; Epistemology; Artificial intelligence; Philosophy","authors":[{"name":"John Geddes","is_ca":false},{"name":"Shirley Reynolds","is_ca":false},{"name":"David L. Streiner","is_ca":false},{"name":"Péter Szatmári","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4440088705900878,"gpt":0.5314545713419362,"spread":0.08744570075184838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03249821,0.001887955,0.00375485,0.008466865,0.001396767,0.007137587,0.003435927,0.007853789,0.01931141],"category_scores_gemma":[0.1631029,0.001027614,0.003617694,0.003998949,0.003635358,0.005234979,0.004469027,0.00907637,0.004536203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006055547,"about_ca_system_score_gemma":0.0182712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003204796,"about_ca_topic_score_gemma":0.005539077,"domain_scores_codex":[0.9513031,0.02008841,0.009319049,0.002093199,0.01634341,0.000852851],"domain_scores_gemma":[0.8807158,0.08037845,0.01047337,0.006400356,0.01826538,0.003766722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003018368,0.0003286879,0.001519393,0.1233602,0.003471425,0.0002513112,0.0004130387,0.0003749902,0.0003931215,0.03150332,0.1840513,0.6540314],"study_design_scores_gemma":[0.000599654,0.0002738847,0.004655575,0.4071781,0.003398851,0.0007445575,0.0005172252,0.0002651565,0.0005674427,0.04936072,0.5323583,0.00008050467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0005299973,0.8665183,0.004398098,0.07801067,0.01543374,0.0006324042,0.000573019,0.0001406486,0.03376304],"genre_scores_gemma":[0.02757213,0.9104616,0.01849122,0.02873509,0.009426948,0.0007892213,0.0008497293,0.00006371338,0.003610363],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03249821,"threshold_uncertainty_score":0.171869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2764164090","doi":"10.1136/eb-2017-102736","title":"Injury talk: spontaneous parent–child conversations in the aftermath of a potentially traumatic event","year":2017,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"Medical Research Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Monash University; National Health and Medical Research Council; State Government of Victoria; Australian Government; Children's Hospital Foundation","keywords":"Socioemotional selectivity theory; Conversation; Psychology; Developmental psychology; Injury prevention; Clinical psychology; Poison control; Medicine; Medical emergency","authors":[{"name":"Eva Alisic","is_ca":false},{"name":"Shaminka Gunaratnam","is_ca":false},{"name":"Anna M. Barrett","is_ca":false},{"name":"Rowena Conroy","is_ca":true},{"name":"Helen Jowett","is_ca":true},{"name":"Silvia Bressan","is_ca":false},{"name":"Franz E Babl","is_ca":true},{"name":"Rod McClure","is_ca":false},{"name":"Vicki Anderson","is_ca":true},{"name":"Matthias R. Mehl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1204897412750615,"gpt":0.4154533668017701,"spread":0.2949636255267086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001269347,0.000325394,0.0002713421,0.0008594606,0.001197007,0.001129976,0.0005932144,0.0006803406,0.001987944],"category_scores_gemma":[0.006891537,0.0003105235,0.0002385194,0.0005942525,0.0008306207,0.0006722622,0.001745977,0.0006378037,0.0003123427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007942145,"about_ca_system_score_gemma":0.0005679455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00349033,"about_ca_topic_score_gemma":0.006663349,"domain_scores_codex":[0.9988085,0.0006505413,0.0001015511,0.0001495336,0.0001711827,0.0001187069],"domain_scores_gemma":[0.9950062,0.002157581,0.001949189,0.0002154941,0.0002766738,0.0003947391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001644017,0.0004194708,0.6800829,0.000971603,0.000135937,0.00930409,0.2509561,0.0001896959,0.01179294,0.0002710442,0.001939339,0.04229287],"study_design_scores_gemma":[0.00003210771,0.0009412558,0.8686945,0.0002455206,0.0000607581,0.009759675,0.1109113,0.0001798876,0.003002197,0.000187381,0.005915044,0.00007036202],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980977,0.0003530128,0.0003927191,0.0000645238,0.000009375055,0.00006704093,0.0003733744,0.00001625381,0.0006259611],"genre_scores_gemma":[0.9974376,0.0004627581,0.001088673,0.0000660958,0.00001620628,0.0002038299,0.0003912443,0.00000732739,0.0003263287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00349033,"threshold_uncertainty_score":0.006940007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954390988","doi":"10.1136/ebmental-2019-300098","title":"Cortisol awakening response in children and adolescents with autism spectrum disorder: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Meta-analysis; Autism spectrum disorder; Typically developing; Psychology; Clinical psychology; Autism; Anxiety; Cortisol awakening response; Developmental psychology; Audiology; Psychiatry; Medicine; Hydrocortisone; Internal medicine","authors":[{"name":"Julie A. Hadwin","is_ca":false},{"name":"Emma Lee","is_ca":false},{"name":"Robert Kumsta","is_ca":false},{"name":"Samuele Cortese","is_ca":false},{"name":"Hanna Kovshoff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1015346458564106,"gpt":0.3899788228269034,"spread":0.2884441769704928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01084874,0.002472197,0.01600007,0.006925442,0.0006995365,0.003123025,0.002017245,0.002178955,0.003710451],"category_scores_gemma":[0.02942368,0.001297273,0.02796815,0.006343076,0.0006709478,0.001623117,0.001702466,0.0016592,0.0002403611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003111508,"about_ca_system_score_gemma":0.004634227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00954125,"about_ca_topic_score_gemma":0.0235895,"domain_scores_codex":[0.9922135,0.003195083,0.002561351,0.0008713173,0.0008644105,0.0002942594],"domain_scores_gemma":[0.9831744,0.01250345,0.002573157,0.0003964964,0.001168191,0.0001842754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008687663,0.00002986522,0.003360608,0.710617,0.270564,0.0001346039,0.000134971,0.0003232197,0.000145762,0.0001254649,0.000644571,0.01305109],"study_design_scores_gemma":[0.0004832656,0.0002296021,0.007033457,0.108986,0.8789014,0.0002031545,0.0001161199,0.0001662671,0.0001148624,0.0002446448,0.003483809,0.0000373267],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002705982,0.9960077,0.0002128643,0.0001342741,0.00007005756,0.0002683351,0.0004412027,0.00001309953,0.0001465153],"genre_scores_gemma":[0.1023465,0.8923934,0.00172087,0.0007726132,0.0001785393,0.001536413,0.0008095172,0.00001934553,0.0002227784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01600007,"threshold_uncertainty_score":0.05737436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028226169","doi":"10.1136/ebmh.8.3.60","title":"Rethinking evidence-based practice for children’s mental health","year":2005,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Michael Smith Health Research BC","keywords":"Mental health; Psychology; Evidence-based practice; Psychiatry; Medicine; Alternative medicine","authors":[{"name":"Charlotte Waddell","is_ca":true},{"name":"Rebecca Godderis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5396995931100288,"gpt":0.6439253122362407,"spread":0.1042257191262119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4733784,0.002784467,0.006686872,0.01899491,0.009279636,0.03586336,0.01958054,0.04191436,0.00622725],"category_scores_gemma":[0.615147,0.004123027,0.008609477,0.01137486,0.05955074,0.05196513,0.036118,0.09444673,0.00286845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0411344,"about_ca_system_score_gemma":0.09968811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02915497,"about_ca_topic_score_gemma":0.0416206,"domain_scores_codex":[0.4938027,0.33395,0.06210448,0.02204958,0.08102968,0.007063514],"domain_scores_gemma":[0.2002105,0.6712981,0.01424021,0.03095379,0.07138404,0.01191339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002447257,0.0003615582,0.002127784,0.02491515,0.00174247,0.0008001105,0.03818219,0.002465292,0.0005250731,0.2526774,0.202265,0.4736933],"study_design_scores_gemma":[0.0003708254,0.0002841314,0.001934195,0.1190981,0.0005588131,0.0004962651,0.00818943,0.0009532894,0.0007315777,0.3692386,0.4978226,0.0003222182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001033308,0.09895581,0.02549897,0.8476318,0.01902125,0.0004224341,0.0001104671,0.0002072237,0.00711877],"genre_scores_gemma":[0.08452091,0.1869822,0.302553,0.4013412,0.01787455,0.003017091,0.0003627242,0.00061809,0.002730352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4733784,"threshold_uncertainty_score":0.6494182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2764062306","doi":"10.1136/eb-2017-102754","title":"Users’ experiences of an online intervention for bipolar disorder: important lessons for design and evaluation","year":2017,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Alberta Health Services","funders":"National Institute for Health and Care Research","keywords":"Bipolar disorder; Intervention (counseling); Psychology; Clinical psychology; Psychiatry; Mood","authors":[{"name":"Alyson Dodd","is_ca":false},{"name":"Sara Mallinson","is_ca":true},{"name":"Martin Griffiths","is_ca":false},{"name":"Richard Morriss","is_ca":false},{"name":"Steven Jones","is_ca":false},{"name":"Fiona Lobban","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2804157442986213,"gpt":0.5194386642669353,"spread":0.239022919968314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1549699,0.0009961734,0.001346605,0.0009456358,0.001603144,0.003553963,0.002686727,0.00230922,0.009030195],"category_scores_gemma":[0.1386521,0.0005654632,0.002129029,0.001124543,0.002088751,0.003686283,0.00240874,0.001923339,0.000873381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004176388,"about_ca_system_score_gemma":0.01130895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894858,"about_ca_topic_score_gemma":0.006208117,"domain_scores_codex":[0.8344492,0.1480891,0.007831568,0.0008537419,0.005624915,0.003151427],"domain_scores_gemma":[0.9052434,0.06988277,0.003835067,0.005661373,0.01207228,0.003305197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0147446,0.01976924,0.01665225,0.02192031,0.0008713249,0.0009661663,0.04333101,0.002493378,0.002517307,0.006183299,0.01078921,0.8597619],"study_design_scores_gemma":[0.06214604,0.2969351,0.1034825,0.09322505,0.00694872,0.001427783,0.1106478,0.01423004,0.02397582,0.0322111,0.2533152,0.001454919],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5264403,0.006165748,0.06407841,0.01754385,0.001650639,0.3610413,0.001660509,0.0005233826,0.0208958],"genre_scores_gemma":[0.3715551,0.003374476,0.1878965,0.002906644,0.0002963442,0.4298606,0.0004424011,0.0001425752,0.003525355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1549699,"threshold_uncertainty_score":0.8195691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2304863478","doi":"10.1136/eb-2015-102294","title":"Control or overcontrol for covariates?","year":2016,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Covariate; Baseline (sea); Outcome (game theory); Statistics; Variance (accounting); Econometrics; Medicine; Psychology; Demography; Mathematics; Economics; Biology","authors":[{"name":"David L. Streiner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2714903255851573,"gpt":0.4785412563800963,"spread":0.207050930794939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2084562,0.002254408,0.004418332,0.001931739,0.001118056,0.00352574,0.003143309,0.004029788,0.008730408],"category_scores_gemma":[0.4491728,0.001298004,0.004124452,0.003749412,0.004783195,0.00883411,0.003671459,0.006673061,0.001140876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002637455,"about_ca_system_score_gemma":0.006122299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005503835,"about_ca_topic_score_gemma":0.004005411,"domain_scores_codex":[0.8305464,0.1436011,0.00690009,0.01022594,0.007502759,0.001223764],"domain_scores_gemma":[0.5404139,0.3695977,0.0318561,0.05065294,0.006377707,0.001101689],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002188341,0.0004281294,0.02410088,0.009333547,0.01170693,0.0003946029,0.002691879,0.008360958,0.000975911,0.5449444,0.02949476,0.3653797],"study_design_scores_gemma":[0.001325331,0.0006735596,0.006078443,0.003026853,0.003102191,0.0003169436,0.0002741636,0.01430512,0.001132359,0.8880976,0.08150784,0.0001596134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008881933,0.03767643,0.8720756,0.06309839,0.005664436,0.001519161,0.001322976,0.0008915174,0.008869431],"genre_scores_gemma":[0.3904824,0.02100693,0.5150015,0.04778834,0.01009559,0.00871373,0.001111045,0.0005666267,0.00523376],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7915437,"threshold_uncertainty_score":0.9761144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2797718505","doi":"10.1136/eb-2017-102858","title":"Prevalence and treatment of panic disorder in bipolar disorder: systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Panic disorder; Meta-analysis; Random effects model; Bipolar disorder; Anxiety; Study heterogeneity; Population; Depression (economics); Medicine; Psychiatry; Internal medicine; Demography; Clinical psychology; Psychology; Mood","authors":[{"name":"Antonio Preti","is_ca":false},{"name":"Jeļena Vrubļevska","is_ca":false},{"name":"Areti Angeliki Veroniki","is_ca":true},{"name":"Tania B. Huedo–Medina","is_ca":false},{"name":"Odysseas Kyriazis","is_ca":false},{"name":"Konstantinos Ν. Fountoulakis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1189852043026211,"gpt":0.4013128601577239,"spread":0.2823276558551028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0175604,0.002579241,0.0198567,0.007511616,0.0005852016,0.004085954,0.002579322,0.002402174,0.004239598],"category_scores_gemma":[0.04267819,0.001640469,0.04054888,0.006624571,0.0007990664,0.002032546,0.001757412,0.002074326,0.0003147382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003052624,"about_ca_system_score_gemma":0.004210205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006711485,"about_ca_topic_score_gemma":0.01386172,"domain_scores_codex":[0.987212,0.005988936,0.003794769,0.001267068,0.001359964,0.0003772281],"domain_scores_gemma":[0.9785388,0.01500519,0.003974129,0.0006744355,0.001583645,0.0002237086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009716073,0.00002558643,0.002577687,0.5449873,0.4325996,0.00008313313,0.0000916663,0.0004265675,0.0001349066,0.0001512948,0.0008457111,0.01710498],"study_design_scores_gemma":[0.0005571868,0.0002211995,0.004151521,0.08375194,0.9076625,0.0001340304,0.00006652909,0.0002016458,0.000114273,0.0003004069,0.002807079,0.00003160669],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001482011,0.9972984,0.0002810795,0.0002224224,0.0001137473,0.0001896435,0.0002563359,0.00001646277,0.0001399903],"genre_scores_gemma":[0.08129479,0.9122094,0.002586628,0.001152974,0.000386899,0.001474562,0.0006249333,0.00002620111,0.0002435608],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0198567,"threshold_uncertainty_score":0.09286934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3170069140","doi":"10.1136/ebmental-2020-300170","title":"When applying GRADE, how do we decide the target of certainty of evidence rating?","year":2021,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Certainty; Context (archaeology); Systematic review; Guideline; Process (computing); Psychology; Computer science; Medicine; MEDLINE; Mathematics; Political science","authors":[{"name":"Linan Zeng","is_ca":true},{"name":"Romina Brignardello‐Petersen","is_ca":true},{"name":"Gordon Guyatt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7246103587517103,"gpt":0.5137993213573152,"spread":0.2108110373943951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5576743,0.002294668,0.01492777,0.01679577,0.002861468,0.02812686,0.01334826,0.01762229,0.008370695],"category_scores_gemma":[0.8857744,0.002897369,0.009720771,0.01585861,0.01176225,0.02678904,0.009551289,0.0238573,0.007122335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0131558,"about_ca_system_score_gemma":0.02458988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01177755,"about_ca_topic_score_gemma":0.01062351,"domain_scores_codex":[0.317571,0.4633906,0.1563011,0.01067945,0.0488074,0.003250634],"domain_scores_gemma":[0.1513663,0.6384721,0.05608949,0.02904219,0.1178403,0.007189712],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001832691,0.0001377012,0.005640601,0.0630266,0.006078382,0.0003215915,0.009329768,0.002256555,0.0006970578,0.09476633,0.2896226,0.5262901],"study_design_scores_gemma":[0.002092802,0.0005490312,0.005847868,0.1318453,0.006116898,0.0008615004,0.004425697,0.006374729,0.002072267,0.358369,0.480033,0.001411971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004498459,0.181852,0.2420417,0.475952,0.05026762,0.01506061,0.005997745,0.001883391,0.02244645],"genre_scores_gemma":[0.09391738,0.07407448,0.6841545,0.09354524,0.0134791,0.03264155,0.003266099,0.001929727,0.002991906],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4423257,"threshold_uncertainty_score":0.5454664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996788425","doi":"10.1136/ebmh.4.2.39","title":"Evidence-based psychiatric/mental health nursing","year":2001,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Mental health; Surprise; Psychiatry; Psychology; Mental illness; Specialty; Ambivalence; Nursing; Perspective (graphical); Schizophrenia (object-oriented programming); Psychotherapist; Medicine; Psychoanalysis; Social psychology","authors":[{"name":"Cheryl Forchuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1376088864558928,"gpt":0.3690428750293854,"spread":0.2314339885734925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01392344,0.0004965717,0.0004861722,0.004315784,0.001478329,0.006631597,0.002201909,0.003947594,0.006676198],"category_scores_gemma":[0.04289869,0.0002833834,0.0004281299,0.003646221,0.003950432,0.004567915,0.003825801,0.003859394,0.001194811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004606169,"about_ca_system_score_gemma":0.01514519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002427125,"about_ca_topic_score_gemma":0.007992209,"domain_scores_codex":[0.9837564,0.008197323,0.002506999,0.0004159236,0.004749856,0.0003735495],"domain_scores_gemma":[0.9657636,0.02011402,0.003748907,0.001085219,0.007555532,0.001732792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003675422,0.0002970106,0.003825607,0.01912669,0.00009125979,0.0009106223,0.00233381,0.0004714934,0.0003630981,0.1498131,0.08019738,0.742533],"study_design_scores_gemma":[0.00005059866,0.0001737327,0.009295245,0.1084308,0.0001150757,0.003087108,0.007886688,0.0005047088,0.000511674,0.1159573,0.7539238,0.00006329558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.002913939,0.6813844,0.006684429,0.185405,0.00878195,0.0001828606,0.00004905553,0.00005268142,0.1145457],"genre_scores_gemma":[0.09621843,0.8391877,0.0224295,0.02669969,0.006309825,0.0001845393,0.000128909,0.00002179409,0.008819522],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01392344,"threshold_uncertainty_score":0.07363504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220770176","doi":"10.1136/ebmental-2021-300409","title":"Self-harm, somatic disorders and mortality in the 3 years following a hospitalisation in psychiatry in adolescents and young adults","year":2022,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Direction de la Recherche, des Études, de l’Évaluation et des Statistiques","keywords":"Medicine; Psychiatry; Confounding; Mental health; Logistic regression; Young adult; Population; Pediatrics; Internal medicine","authors":[{"name":"Fabrice Jollant","is_ca":true},{"name":"Karine Goueslard","is_ca":false},{"name":"Keith Hawton","is_ca":false},{"name":"Catherine Quantin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02746680333459193,"gpt":0.3374532483342458,"spread":0.3099864449996539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008639692,0.0001869704,0.0003436425,0.001190687,0.0003338964,0.0005402929,0.0002980985,0.0003773511,0.000973],"category_scores_gemma":[0.00269127,0.0001726526,0.0007933215,0.001022773,0.0002749352,0.0003260912,0.0005376844,0.0005226202,0.00009819963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000661613,"about_ca_system_score_gemma":0.0003978532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01244798,"about_ca_topic_score_gemma":0.01777205,"domain_scores_codex":[0.9994679,0.0001629764,0.00007297883,0.00008420408,0.0001060077,0.000105905],"domain_scores_gemma":[0.9972153,0.0003619209,0.001886856,0.00005677313,0.0001593269,0.0003198596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003400513,0.000006622739,0.9993132,0.00001725707,0.00003652709,0.00004154358,0.00006097636,0.00001071519,0.00001380471,0.000005781812,0.00004501358,0.000414529],"study_design_scores_gemma":[0.000001151263,0.00002590767,0.9996774,0.00001786643,0.00001431719,0.00007629559,0.0001173802,0.00001496756,0.000006467935,0.000007144817,0.00004040321,7.528312e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978511,0.001347887,0.00002916,0.00009630279,0.000009237836,0.000009237871,0.0004200296,0.000002147752,0.0002348579],"genre_scores_gemma":[0.9989616,0.0004990898,0.0000348134,0.00002804518,0.00001557341,0.000009055344,0.0003929434,6.127792e-7,0.00005824512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01244798,"threshold_uncertainty_score":0.02475107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051335985","doi":"10.1136/ebmh.7.3.70","title":"DemTect effective in screening for mild cognitive impairment and mild dementia","year":2004,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Portfolio; Mandate; Business; Sustainable development; Asset (computer security); Socially responsible investing; Sustainability; Investment strategy; Investment (military); Actuarial science; Economics; Finance; Environmental economics; Corporate governance; Computer science; Political science","authors":[{"name":"Angela K. Troyer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.144890121375855,"gpt":0.2951994230240488,"spread":0.1503093016481938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002759195,0.0006823926,0.001366114,0.001083546,0.0004050873,0.0007120072,0.000530956,0.001179231,0.01101489],"category_scores_gemma":[0.01009603,0.0003510102,0.0013665,0.000633914,0.0002668239,0.001643418,0.0009544558,0.001174113,0.001417414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005253264,"about_ca_system_score_gemma":0.000636911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238443,"about_ca_topic_score_gemma":0.005412971,"domain_scores_codex":[0.9980939,0.0009517789,0.0001693019,0.000293908,0.0003722088,0.0001188867],"domain_scores_gemma":[0.9975104,0.001249462,0.0004613316,0.0001398489,0.0002492258,0.0003895709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.119813,0.004186421,0.09937501,0.00287477,0.001556993,0.0006630624,0.0002936561,0.0006505499,0.001857157,0.0009781999,0.111569,0.6561822],"study_design_scores_gemma":[0.04909826,0.03044949,0.821928,0.00241857,0.002857781,0.003195694,0.0003246317,0.003406986,0.002469832,0.003589238,0.07995562,0.0003058925],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7970487,0.05051034,0.003210521,0.01267734,0.002308186,0.006236293,0.02233733,0.001695782,0.1039754],"genre_scores_gemma":[0.946884,0.01105616,0.008543107,0.004877298,0.0009760904,0.0019528,0.00899422,0.00009068212,0.01662565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101489,"threshold_uncertainty_score":0.03684843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117030009","doi":"10.1136/ebmh.12.2.49","title":"Review: long term use of antidepressants for bipolar disorder reduces depressive episodes but increases risk of mania","year":2009,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Mania; Bipolar disorder; Term (time); Psychiatry; Depressive symptoms; Medicine; Psychology; Clinical psychology; Lithium (medication); Anxiety; Physics","authors":[{"name":"Allan H. Young","is_ca":true},{"name":"Danielle Seim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05722964369562195,"gpt":0.3455480697535098,"spread":0.2883184260578879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003653615,0.0007658741,0.004014163,0.001042026,0.0007746576,0.001876927,0.001818333,0.00982542,0.008181376],"category_scores_gemma":[0.02351981,0.0005309845,0.001971845,0.001532819,0.000707901,0.001274345,0.0006467883,0.005366095,0.003227981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003113787,"about_ca_system_score_gemma":0.004848995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005253043,"about_ca_topic_score_gemma":0.02291643,"domain_scores_codex":[0.9970908,0.0009327101,0.0006986479,0.0002107829,0.0009393973,0.0001276574],"domain_scores_gemma":[0.985007,0.00888161,0.003077962,0.000187067,0.002399859,0.0004465474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005454894,0.00002588443,0.0002999133,0.02471527,0.0008230195,0.0005272843,0.00003190818,0.00006341127,0.0001291862,0.0004619388,0.9030404,0.0693362],"study_design_scores_gemma":[0.002250584,0.0003513014,0.004450897,0.05355873,0.006037691,0.001683183,0.00009872227,0.0002110806,0.0002208615,0.002315386,0.9287617,0.00005982751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0007277623,0.6285841,0.0003732577,0.290346,0.06929601,0.0001929351,0.001283413,0.0001005982,0.009095876],"genre_scores_gemma":[0.01243342,0.5100586,0.001111215,0.4097489,0.0545442,0.0003267915,0.0005076867,0.00003273646,0.01123649],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00982542,"threshold_uncertainty_score":0.02736938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064800055","doi":"10.1136/ebmh.5.1.32","title":"Caregivers described how an Alzheimer's disease respite programme gave them time to attend to their own needs","year":2002,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Respite care; Medicine; Psychology; Gerontology; Nursing","authors":[{"name":"E. Ann Mohide","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.140322278597134,"gpt":0.3436165869248258,"spread":0.2032943083276918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002419458,0.0004427023,0.0003392526,0.0005405144,0.003493157,0.001216941,0.0006121968,0.001134412,0.004192916],"category_scores_gemma":[0.006501682,0.000220124,0.0003714113,0.0004770276,0.001508607,0.001508908,0.002014986,0.001660785,0.0005767783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001590985,"about_ca_system_score_gemma":0.001920404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102993,"about_ca_topic_score_gemma":0.02494676,"domain_scores_codex":[0.9988931,0.0006785634,0.00004384547,0.00004737053,0.0001544419,0.0001827902],"domain_scores_gemma":[0.9980983,0.0009145312,0.0002385743,0.00006431129,0.0003703648,0.0003139327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001864669,0.000167192,0.02014364,0.0008951849,0.0000378629,0.006293136,0.8761143,0.0002464732,0.001274898,0.00273203,0.03054311,0.06136566],"study_design_scores_gemma":[0.00003585873,0.0002222905,0.01555793,0.0006596661,0.00004649772,0.003412453,0.8633443,0.0002568121,0.0007696481,0.0009025173,0.1147263,0.00006576161],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114331,0.003548008,0.007173424,0.01496506,0.0008480352,0.0004837725,0.0005839808,0.0001688595,0.06079579],"genre_scores_gemma":[0.9824094,0.002534172,0.001716593,0.002205571,0.00008255053,0.0002287501,0.0001142625,0.00004454987,0.01066426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102993,"threshold_uncertainty_score":0.02047867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295759372","doi":"10.1136/ebmental-2022-300479","title":"Venlafaxine XR treatment for older patients with major depressive disorder: decision trees for when to change treatment","year":2022,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Treatment of Major Depression","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"Taylor Family Institute for Innovative Psychiatric Research, Washington University School of Medicine in St. Louis; National Center for Advancing Translational Sciences; National Institute of Mental Health; Campbell Family Mental Health Research Institute; Medical Center, University of Pittsburgh","keywords":"Venlafaxine; Major depressive disorder; Antidepressant; False positive paradox; Medicine; Psychiatry; Cut-point; Depression (economics); Decision tree; Major depressive episode; Psychology; Internal medicine; Mood; Data mining; Anxiety; Statistics","authors":[{"name":"Helena K. Kim","is_ca":true},{"name":"Daniel M. Blumberger","is_ca":true},{"name":"Jordan F. Karp","is_ca":false},{"name":"Eric J. Lenze","is_ca":false},{"name":"Charles F. Reynolds","is_ca":false},{"name":"Benoit H. Mulsant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05942287459071827,"gpt":0.3511166709061335,"spread":0.2916937963154152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01285129,0.0008357402,0.001262756,0.002629403,0.0005981073,0.001876966,0.0008883384,0.000987448,0.002069909],"category_scores_gemma":[0.03902299,0.0005537418,0.00177886,0.0009379699,0.0004397935,0.001291798,0.0007640765,0.002131853,0.0003538005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051162,"about_ca_system_score_gemma":0.001991168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003733314,"about_ca_topic_score_gemma":0.005754032,"domain_scores_codex":[0.9948969,0.003989627,0.000272908,0.0003209389,0.0003101946,0.0002094199],"domain_scores_gemma":[0.940322,0.05388214,0.002850195,0.0004990372,0.001434791,0.001011746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003778151,0.001208293,0.1452978,0.001259921,0.001271776,0.0003266319,0.001236952,0.4466409,0.0009574204,0.006575227,0.01204153,0.3794054],"study_design_scores_gemma":[0.0002783051,0.0005378517,0.01331106,0.0005217018,0.000347116,0.0001034322,0.0003325377,0.9621564,0.0004554217,0.01977198,0.002116901,0.00006725599],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6426508,0.005627654,0.3317335,0.01066165,0.0003230822,0.001538026,0.002718514,0.0008713771,0.003875349],"genre_scores_gemma":[0.8408079,0.0008693651,0.1546553,0.0007020255,0.0001387554,0.0004809072,0.001770093,0.00005983706,0.000515867],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01285129,"threshold_uncertainty_score":0.06796491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056795676","doi":"10.1136/ebmh.9.4.113","title":"Lifetime mood, anxiety, and drug use disorders are common in the United States population","year":2006,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Anxiety; Mood; Drug; Psychiatry; Mood disorders; Population; Clinical psychology; Psychology; Medicine; Environmental health","authors":[{"name":"Shay‐Lee Bolton","is_ca":true},{"name":"Jitender Sareen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04828603241287098,"gpt":0.3637069478860271,"spread":0.3154209154731561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003359852,0.0001355513,0.0002627499,0.001094615,0.0003507521,0.0006215036,0.0002690132,0.0004238524,0.00337556],"category_scores_gemma":[0.001888483,0.0002651059,0.0002900032,0.002189116,0.0001573201,0.0005679625,0.0004114367,0.0004635126,0.0004354132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002986911,"about_ca_system_score_gemma":0.0003416646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03182163,"about_ca_topic_score_gemma":0.06108665,"domain_scores_codex":[0.9994965,0.0001131675,0.00008672204,0.0001001346,0.0001381349,0.00006537364],"domain_scores_gemma":[0.9988894,0.0001427584,0.0005566497,0.00005475936,0.0002080336,0.0001484442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004834584,0.00005894464,0.9714623,0.0001097219,0.00008194218,0.0001088688,0.000154396,0.00004158771,0.000134987,0.00007641102,0.01104449,0.01667798],"study_design_scores_gemma":[0.000004465813,0.00002224984,0.99797,0.00003203605,0.00002603464,0.0001090291,0.0002426935,0.00003656141,0.00001270264,0.00004171798,0.001498619,0.000003835531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.9454474,0.00801458,0.0004023467,0.003781232,0.0001873184,0.0001366088,0.03135475,0.000135199,0.01054051],"genre_scores_gemma":[0.983847,0.005152273,0.0003635548,0.0009287376,0.0001378858,0.00009231778,0.008173056,0.000008228171,0.001296876],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03182163,"threshold_uncertainty_score":0.06327283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129588288","doi":"10.1136/ebmh.8.4.97","title":"Attendance at accident and emergency for deliberate self harm predicts increased risk of suicide, especially in women","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Medicine; Population; Demography; Attendance; Psychiatry; Environmental health","authors":[{"name":"Isaac Sakinofsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05239596794119581,"gpt":0.3533239536183077,"spread":0.3009279856771118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005301496,0.0002686103,0.0004090054,0.001017073,0.0004286681,0.0006057991,0.0004280899,0.0007047263,0.006940478],"category_scores_gemma":[0.004871489,0.000474445,0.0007332654,0.001091217,0.00023486,0.0005928325,0.0004118732,0.0008019721,0.0009170846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565256,"about_ca_system_score_gemma":0.0002195496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007765546,"about_ca_topic_score_gemma":0.009176482,"domain_scores_codex":[0.9997616,0.00006506775,0.0000298019,0.00004912649,0.00003980912,0.00005458778],"domain_scores_gemma":[0.9979007,0.0003481474,0.001110243,0.0001422422,0.0001362464,0.0003624499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004849874,0.00001221859,0.9988369,0.000008513292,0.0000237929,0.00005495119,0.00004035877,0.000008981475,0.00003616008,0.000005678024,0.0002949397,0.0006289625],"study_design_scores_gemma":[0.000005945646,0.00005175369,0.9992936,0.00001594823,0.00002786704,0.0002223072,0.0001333678,0.00007338635,0.00001306086,0.00002712567,0.0001320849,0.000003488811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963669,0.000738406,0.00009884648,0.0005040473,0.00005010065,0.00001295218,0.0008963795,0.00001268099,0.001319781],"genre_scores_gemma":[0.997986,0.0005416966,0.0001049987,0.00008333546,0.00007291108,0.00001012274,0.000670006,0.00000600053,0.0005250494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007765546,"threshold_uncertainty_score":0.02321821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884440948","doi":"10.1136/ebmh.5.4.122","title":"Clonidine and methylphenidate were effective for attention deficit hyperactivity disorder in children with comorbid tics","year":2002,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Methylphenidate; Clonidine; Tics; Attention deficit hyperactivity disorder; Attention deficit disorder; Attention deficit; Psychology; Psychiatry; Medicine; Anesthesia","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02319545957019459,"gpt":0.3263163827492319,"spread":0.3031209231790373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003820995,0.0005872594,0.001402594,0.0004727388,0.001069399,0.0005340091,0.0007292393,0.005665221,0.00407512],"category_scores_gemma":[0.003797139,0.0003202766,0.0009214354,0.0004019708,0.0003277021,0.0004752831,0.0002428019,0.004268648,0.0006744115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001787425,"about_ca_system_score_gemma":0.001742722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01780254,"about_ca_topic_score_gemma":0.07801213,"domain_scores_codex":[0.9996878,0.00006327267,0.0000589435,0.00003526053,0.00007374975,0.00008090862],"domain_scores_gemma":[0.9984689,0.0006788298,0.0001095662,0.00003759999,0.0003043649,0.0004006781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01375575,0.003639608,0.1465997,0.001999074,0.001090407,0.2501098,0.001218157,0.001041422,0.01601971,0.002462628,0.3360619,0.2260018],"study_design_scores_gemma":[0.01182913,0.009971978,0.4738194,0.001317016,0.002974089,0.1972176,0.002375433,0.005550504,0.01886368,0.003081823,0.2727861,0.0002131468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5922678,0.01501864,0.001007135,0.3030588,0.008238592,0.0003695472,0.00235408,0.0003555575,0.07732984],"genre_scores_gemma":[0.7922437,0.01035578,0.003448486,0.1614079,0.005408005,0.0002576301,0.0008167668,0.0001496532,0.02591215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01780254,"threshold_uncertainty_score":0.03539783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987345152","doi":"10.1136/ebmh.8.3.69","title":"The Screening Tool for Autism in Two Year Olds can identify children at risk of autism","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Autism; Pediatrics; IMG; Medicine; Audiology; Psychology; Psychiatry","authors":[{"name":"Lonnie Zwaigenbaum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05902500680423925,"gpt":0.3743772100980542,"spread":0.315352203293815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157389,0.0005080655,0.0004126537,0.00265832,0.0002899482,0.0003835608,0.0004217345,0.0005949807,0.006925718],"category_scores_gemma":[0.007320062,0.0002276074,0.0007088914,0.0007771738,0.0001978977,0.0005675317,0.0009389875,0.00056353,0.001322667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002820187,"about_ca_system_score_gemma":0.0004503224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005006178,"about_ca_topic_score_gemma":0.009766106,"domain_scores_codex":[0.9995285,0.0001289023,0.00008823145,0.00005009043,0.000134575,0.00006981553],"domain_scores_gemma":[0.9965495,0.001427221,0.001034958,0.0001317926,0.0005505384,0.0003060232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008318612,0.0003008791,0.8732806,0.000361848,0.00007643798,0.001382981,0.0009405434,0.0002267157,0.002221568,0.0003762319,0.03545149,0.08454874],"study_design_scores_gemma":[0.00003577262,0.0002485064,0.992933,0.000105442,0.00004081981,0.001674463,0.0002538533,0.0002822601,0.000567564,0.0001734975,0.00366163,0.00002302107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773456,0.0006539613,0.001064338,0.0008260367,0.0001828959,0.0004067359,0.008529791,0.0003479798,0.01064257],"genre_scores_gemma":[0.9808466,0.0006098205,0.006818294,0.0003694657,0.00007543107,0.0007462534,0.006655814,0.00003578238,0.003842537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006925718,"threshold_uncertainty_score":0.02316886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103605506","doi":"10.1136/ebmh.8.3.74","title":"Prophylactic mirtazapine may help to prevent post-stroke depression in people with good cognitive function","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Mirtazapine; Medicine; IMG; Stroke (engine); Depression (economics); Pediatrics; Psychiatry; Antidepressant; Anxiety; Computer science; Physics","authors":[{"name":"Jon Erik Ween","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02558693255565661,"gpt":0.3372033560783726,"spread":0.311616423522716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004883631,0.0004646345,0.0009024114,0.0004631116,0.0002977384,0.0004599399,0.0004099999,0.001358481,0.017963],"category_scores_gemma":[0.002696378,0.0001784613,0.0009956117,0.0003322652,0.0001688727,0.0005523015,0.000220435,0.001045295,0.002190001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003388347,"about_ca_system_score_gemma":0.000421378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001556176,"about_ca_topic_score_gemma":0.004323705,"domain_scores_codex":[0.99985,0.00006089763,0.00002566632,0.00001768776,0.00002321164,0.00002242977],"domain_scores_gemma":[0.9996272,0.0001166384,0.0001171985,0.00001486211,0.0000419464,0.00008215668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1006791,0.005080084,0.0104007,0.00884656,0.001062978,0.0007792062,0.000159352,0.0002344714,0.004109621,0.001101058,0.1622233,0.7053235],"study_design_scores_gemma":[0.2819785,0.05638381,0.4189169,0.01190076,0.01156624,0.002563284,0.0005151357,0.001961705,0.004950399,0.008327632,0.2007073,0.0002284085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5203169,0.2306065,0.002263515,0.1224897,0.01767191,0.002542192,0.006264809,0.001690765,0.0961537],"genre_scores_gemma":[0.8436338,0.09885298,0.004334821,0.02676235,0.006871368,0.00119439,0.002286572,0.00006112832,0.01600261],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.017963,"threshold_uncertainty_score":0.06009221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005192168","doi":"10.1136/ebmh.8.1.17","title":"A joint crisis plan negotiated with mental health staff significantly reduces compulsory admission and treatment in people with severe mental illness","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; IMG; Psychiatry; Mental health; Mental illness; Mental Health Act; Pediatrics","authors":[{"name":"Steve Kisely","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06579638494657693,"gpt":0.3564010179571068,"spread":0.2906046330105299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003006679,0.0005862997,0.001221519,0.0005353721,0.0008731518,0.001062316,0.0008139993,0.001708956,0.01533183],"category_scores_gemma":[0.01627175,0.0005309557,0.002054574,0.000587501,0.0009474895,0.001319053,0.001840958,0.002437868,0.0005140988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009974141,"about_ca_system_score_gemma":0.002516054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005106336,"about_ca_topic_score_gemma":0.005142706,"domain_scores_codex":[0.9965217,0.002542328,0.0003185495,0.0001727457,0.0002083794,0.0002362297],"domain_scores_gemma":[0.994724,0.001926948,0.001407843,0.0002308831,0.0001633005,0.00154713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6913052,0.02015113,0.004773721,0.01393441,0.003146451,0.000120813,0.001084948,0.0008956964,0.000831568,0.0008796731,0.01515251,0.2477239],"study_design_scores_gemma":[0.7944949,0.1447469,0.04176394,0.004393445,0.003596674,0.0001116226,0.001410068,0.001613338,0.00062776,0.001786193,0.0053224,0.0001329227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.9646829,0.01058405,0.000822721,0.00810876,0.002016843,0.005059589,0.001261406,0.0001945797,0.007269041],"genre_scores_gemma":[0.9856278,0.004064427,0.001896067,0.001633488,0.0006522537,0.004091335,0.0004626664,0.00001450643,0.001557581],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01533183,"threshold_uncertainty_score":0.05129009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008096219","doi":"10.1136/ebmh.9.1.20","title":"Neither vitamin E nor donepezil delays progression from amnestic mild cognitive impairment to Alzheimer’s disease in the long term","year":2006,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Antioxidant Activity and Oxidative Stress","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Donepezil; Cognitive impairment; Disease; Medicine; Alzheimer's disease; Cognition; Amnesia; Dementia; Term (time); Psychology; Pediatrics; Internal medicine; Psychiatry","authors":[{"name":"Deborah Blacker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06484194104601643,"gpt":0.3698313462501252,"spread":0.3049894052041088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008545345,0.0003263266,0.001229043,0.0002389337,0.0002876609,0.0005514041,0.0006520794,0.001378251,0.005684225],"category_scores_gemma":[0.001807376,0.0003092336,0.0011056,0.0002127311,0.0004232603,0.0006975972,0.0002157413,0.0009983473,0.0006766114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007217151,"about_ca_system_score_gemma":0.001128189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005786289,"about_ca_topic_score_gemma":0.02282866,"domain_scores_codex":[0.9996749,0.0001227758,0.00004243948,0.00004328742,0.00005764458,0.00005898379],"domain_scores_gemma":[0.9993923,0.0001818776,0.000161253,0.00005557375,0.0000645733,0.0001443918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8235038,0.006828869,0.004863507,0.004625759,0.002754495,0.0002514647,0.0002045848,0.0002360319,0.01649058,0.0004763226,0.009757334,0.1300073],"study_design_scores_gemma":[0.7227515,0.1945756,0.04489028,0.001750828,0.006393655,0.0005797933,0.000227522,0.0004437149,0.01062822,0.001191355,0.01646149,0.0001059782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.9452378,0.04480374,0.0002888411,0.002135532,0.001048851,0.0002720775,0.000942373,0.00008975346,0.00518109],"genre_scores_gemma":[0.9834228,0.01030074,0.0004309148,0.001253352,0.0002884351,0.0001635142,0.0005084584,0.00001069783,0.003621087],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.005786289,"threshold_uncertainty_score":0.01901561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154918537","doi":"10.1136/ebmh.11.2.52","title":"Individual placement and support programme increases rates of obtaining employment in people with severe mental illness","year":2008,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Mental illness; Supported employment; Psychology; Psychiatry; Business; Mental health; Work (physics); Engineering","authors":[{"name":"Éric Latimer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08623085726206678,"gpt":0.3792799065003167,"spread":0.2930490492382499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002279882,0.0001150943,0.0006039692,0.0003270357,0.001185821,0.0008000729,0.0004290203,0.005392432,0.007638384],"category_scores_gemma":[0.02667918,0.0002099649,0.0006991256,0.0006881675,0.0003646172,0.0007660569,0.0005118518,0.00213137,0.000831256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008940814,"about_ca_system_score_gemma":0.001661192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009263461,"about_ca_topic_score_gemma":0.02335572,"domain_scores_codex":[0.9980386,0.0009256894,0.0002588142,0.0001146085,0.0003386748,0.0003236464],"domain_scores_gemma":[0.9850033,0.008475631,0.002999189,0.0002064455,0.001286992,0.002028483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002580623,0.001194867,0.5507619,0.001,0.0004139255,0.003808567,0.001601215,0.0003061693,0.0006721994,0.0005715142,0.3031249,0.133964],"study_design_scores_gemma":[0.00107043,0.001987612,0.9514961,0.0009445988,0.0003751167,0.002690968,0.003191778,0.0003919002,0.0003560304,0.0007073146,0.03673287,0.00005547867],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3489621,0.002965955,0.0001080383,0.6191358,0.002820563,0.00009376161,0.001226216,0.00004877713,0.02463877],"genre_scores_gemma":[0.712764,0.00412356,0.0005837379,0.2694397,0.004738416,0.0001472315,0.0004149757,0.0000204408,0.007768038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009263461,"threshold_uncertainty_score":0.02555299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018810142","doi":"10.1136/ebmh.7.4.116","title":"Increasing a partner’s understanding of motherhood significantly reduces postnatal distress and depression in first time mothers with low self esteem","year":2004,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"IMG; Distress; Medicine; Anxiety; Depression (economics); Blinding; Pediatrics; Psychology; Randomized controlled trial; Clinical psychology; Psychiatry; Internal medicine","authors":[{"name":"John S. Ogrodniczuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03333725018159435,"gpt":0.2956931002485189,"spread":0.2623558500669246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005948163,0.0001916532,0.0005247694,0.0001856882,0.0002367463,0.0003314653,0.0002691277,0.0006741076,0.00974766],"category_scores_gemma":[0.003285289,0.0001845713,0.0006041771,0.000122009,0.0001742307,0.0002993471,0.0003412103,0.000798771,0.0003270317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615783,"about_ca_system_score_gemma":0.000326546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202275,"about_ca_topic_score_gemma":0.001439647,"domain_scores_codex":[0.9997798,0.0001309181,0.00001550072,0.00002085631,0.00002741691,0.00002559822],"domain_scores_gemma":[0.9993815,0.0002802321,0.0001649856,0.00002783823,0.0000188441,0.0001265379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1574576,0.04371723,0.03148188,0.009580673,0.002190765,0.0003095286,0.003182893,0.0003437575,0.009484229,0.0003858598,0.01116996,0.7306956],"study_design_scores_gemma":[0.149529,0.249446,0.5643473,0.006161185,0.005245419,0.0008716952,0.003781855,0.001498965,0.005146665,0.001117145,0.01273772,0.0001170103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9908607,0.004598651,0.00012703,0.001322132,0.0001200545,0.0002323568,0.0001300533,0.00003132694,0.002577736],"genre_scores_gemma":[0.9907566,0.005714359,0.0009434675,0.0005011743,0.0000924186,0.0003508509,0.0001234202,0.000004968425,0.001512787],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00974766,"threshold_uncertainty_score":0.03260916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139191487","doi":"10.1136/ebmh.2011.100199","title":"High rates of depressive symptomatology among injecting drug users in Saskatoon, Canada","year":2011,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Drug; Psychiatry; Psychology; Medicine","authors":[{"name":"Sandra A. Springer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02549265965629164,"gpt":0.2952356159851069,"spread":0.2697429563288152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004362724,0.0001796838,0.0003785345,0.0007673428,0.003675848,0.001327063,0.0007734767,0.001605315,0.00319439],"category_scores_gemma":[0.003097723,0.0003222976,0.0003745706,0.002352574,0.0005857244,0.000388722,0.0004911913,0.001835437,0.000254369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01377926,"about_ca_system_score_gemma":0.02565496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796082,"about_ca_topic_score_gemma":0.994215,"domain_scores_codex":[0.9992158,0.0001114351,0.0001207052,0.00005682603,0.0002177481,0.0002774448],"domain_scores_gemma":[0.9963236,0.0005235833,0.0005690018,0.00006141871,0.001469223,0.00105325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009263199,0.0000682215,0.9504193,0.00008754351,0.00008134073,0.003011432,0.001129234,0.0001137491,0.0004384069,0.0002404092,0.03333127,0.01098647],"study_design_scores_gemma":[0.0000432126,0.0000297771,0.9856699,0.0001600411,0.00006776024,0.001168762,0.006914112,0.000460598,0.00009130337,0.0001167615,0.005238034,0.00003971061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8920347,0.002322945,0.0001856328,0.08189467,0.0005769809,0.0001099217,0.003889566,0.0000401535,0.01894535],"genre_scores_gemma":[0.9734417,0.001751987,0.0002953006,0.01977738,0.0001950778,0.00003140532,0.0004689378,0.00001652355,0.004021709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02039182,"threshold_uncertainty_score":0.099976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079704328","doi":"10.1136/ebmh.8.3.82","title":"Glycine and D-serine improve the negative symptoms of schizophrenia","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Amino Acid Enzymes and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Internal medicine; Schizophrenia (object-oriented programming); Medicine; Positive and Negative Syndrome Scale; Randomized controlled trial; Psychiatry; Psychosis","authors":[{"name":"Émmanuel Stip","is_ca":true},{"name":"Louis‐Éric Trudeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01440278382615496,"gpt":0.2754623985068834,"spread":0.2610596146807284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00166573,0.000692373,0.001916609,0.001277738,0.000212454,0.0007754327,0.0004441786,0.0008905423,0.008757136],"category_scores_gemma":[0.003141911,0.0003213272,0.004682131,0.0007578572,0.0002191023,0.0006120265,0.0004675159,0.0009376527,0.0004663115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006294693,"about_ca_system_score_gemma":0.0006572692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553978,"about_ca_topic_score_gemma":0.006336057,"domain_scores_codex":[0.9993039,0.0003733041,0.000147643,0.00005652569,0.00008361344,0.00003499246],"domain_scores_gemma":[0.9992929,0.0003186367,0.0002383496,0.00004203603,0.00005860717,0.00004945801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1884793,0.002928091,0.005573225,0.1372891,0.08511375,0.0004871119,0.000350979,0.001148203,0.01340286,0.001266072,0.01488532,0.549076],"study_design_scores_gemma":[0.2775997,0.1013299,0.1015567,0.04243303,0.3744652,0.001870408,0.0009355774,0.002115567,0.01462341,0.005342904,0.07740712,0.0003204447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.1963264,0.7886275,0.0004985362,0.003946593,0.001798607,0.0004753338,0.001690549,0.0001115703,0.006524842],"genre_scores_gemma":[0.6656753,0.3253396,0.001663239,0.002711943,0.00074658,0.0003284916,0.0008663899,0.0000289428,0.002639518],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008757136,"threshold_uncertainty_score":0.02929556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996792417","doi":"10.1136/ebmh.14.2.35","title":"Antipsychotics in dementia - mortality risks and strategies to reduce prescribing","year":2011,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dementia; Antipsychotic; Medicine; Medical prescription; Psychiatry; Pediatrics; Schizophrenia (object-oriented programming); Internal medicine","authors":[{"name":"T. G. H. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6142859102327559,"gpt":0.5243787083330669,"spread":0.08990720189968904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007830457,0.0006386656,0.001461383,0.002934011,0.001052347,0.003490479,0.001589609,0.002706466,0.008186431],"category_scores_gemma":[0.0372108,0.0004166331,0.001119821,0.002159395,0.0009596084,0.003435192,0.002591195,0.003722389,0.002037605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004556613,"about_ca_system_score_gemma":0.007331644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01206465,"about_ca_topic_score_gemma":0.02673959,"domain_scores_codex":[0.9936201,0.003202849,0.0007658044,0.0003228651,0.001758241,0.0003301027],"domain_scores_gemma":[0.9866869,0.004360056,0.004028074,0.000328412,0.00223559,0.002360886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006824072,0.001419053,0.05041892,0.01049619,0.001295426,0.0005320922,0.00247066,0.001948632,0.0002997948,0.03198833,0.207195,0.6912534],"study_design_scores_gemma":[0.00119612,0.002323873,0.2618501,0.07570112,0.002021758,0.002290235,0.006716672,0.006551283,0.000977869,0.1455503,0.4944886,0.0003321283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01531606,0.3383362,0.002132767,0.6231869,0.003230828,0.0001172554,0.000667247,0.0001564705,0.01685627],"genre_scores_gemma":[0.3827328,0.4426693,0.01018227,0.1335558,0.02019381,0.0005929232,0.0008296301,0.0001222791,0.009121167],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01206465,"threshold_uncertainty_score":0.04141188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156726628","doi":"10.1136/ebmh.8.2.44","title":"Review: self-help interventions improve anxiety and mood disorders","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Web of science; Mood; Meta-analysis; Medicine; Anxiety; Cochrane Library; Bibliotherapy; Randomized controlled trial; Clinical psychology; Psychological intervention; Psychiatry; Psychology; Internal medicine","authors":[{"name":"Geoffrey Nelson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05146296684454706,"gpt":0.4031819705217546,"spread":0.3517190036772076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002979362,0.001703669,0.007790762,0.005508459,0.0005645434,0.002468911,0.001810799,0.002332349,0.01072278],"category_scores_gemma":[0.01408427,0.0007103,0.007145802,0.005821839,0.0005259808,0.001823625,0.001195192,0.002084065,0.0009754225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002122697,"about_ca_system_score_gemma":0.003889544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00564811,"about_ca_topic_score_gemma":0.009545753,"domain_scores_codex":[0.9970349,0.00120235,0.0006759841,0.0002064974,0.000771502,0.0001088558],"domain_scores_gemma":[0.9945016,0.003898739,0.0009622524,0.00008665216,0.0004547971,0.00009588958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005767607,0.00004656565,0.0002579005,0.834119,0.009491898,0.0001131134,0.0001289915,0.0001789578,0.0002585657,0.0003961243,0.01409792,0.1403342],"study_design_scores_gemma":[0.002415067,0.000774004,0.007136827,0.8026,0.08890325,0.000730572,0.0002410429,0.0002420579,0.0005787493,0.001198746,0.09510528,0.00007443732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003270051,0.9981305,0.00007509348,0.0003561604,0.0003217852,0.0001883942,0.0001429805,0.00001603591,0.0004420958],"genre_scores_gemma":[0.005512207,0.9926399,0.000290255,0.000718354,0.0001920912,0.0002423913,0.0001167937,0.00000624435,0.0002819127],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01072278,"threshold_uncertainty_score":0.03587127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100758079","doi":"10.1136/ebmh.8.2.38","title":"Cognitive behaviour therapy reduces long term risk of relapse in recurrent major depressive disorder","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Treatment of Major Depression","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Depression (economics); Medicine; IMG; Internal medicine; Psychiatry; Web of science; Pediatrics","authors":[{"name":"Zindel V. Segal","is_ca":true},{"name":"Lucio Bizzini","is_ca":false},{"name":"Guido Bondolfi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04795347914502596,"gpt":0.3645275079566214,"spread":0.3165740288115955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008547548,0.0002866201,0.0007623818,0.0004295887,0.0001609095,0.000308019,0.0003937752,0.0007583708,0.002601086],"category_scores_gemma":[0.003616926,0.0001399433,0.001122724,0.0002409923,0.0001683504,0.0001788116,0.0002088144,0.0009140409,0.0003055536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004201931,"about_ca_system_score_gemma":0.0004271102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003972441,"about_ca_topic_score_gemma":0.004322467,"domain_scores_codex":[0.9996555,0.0001604563,0.00003679034,0.00002615532,0.0000725982,0.000048452],"domain_scores_gemma":[0.9993774,0.0002092701,0.0001819417,0.0000405646,0.00003808149,0.0001526896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1365807,0.020253,0.03742429,0.004192568,0.004515939,0.0003577756,0.0003317893,0.001112978,0.003304297,0.0004174236,0.01646896,0.7750403],"study_design_scores_gemma":[0.08011379,0.0931787,0.80713,0.001959152,0.004184221,0.0007951346,0.0002462082,0.004732309,0.001006431,0.001482709,0.005090364,0.00008095165],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721547,0.01731034,0.0003037492,0.002637982,0.0003055162,0.0003161101,0.0004502012,0.0001917106,0.00632969],"genre_scores_gemma":[0.9929177,0.004175002,0.0004730056,0.0008796757,0.0001549828,0.0001566564,0.0002913547,0.000007907365,0.0009438074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003972441,"threshold_uncertainty_score":0.008701503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}