{"meta":{"query_hash":"fc0f9fb120d7","filters":{"venue":"Psychiatric Annals"},"cohort_total":29,"direct_labels_cover":0,"predictions_cover":29,"exported":29,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/fc0f9fb120d7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Psychiatric+Annals"},"results":[{"id":"W1499150073","doi":"10.3928/00485713-20060101-04","title":"Methodological Issues in Designing a Randomized Controlled Trial for Psychotic Depression: The STOP-PD Study","year":2006,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Mental health; Medicine; Depression (economics); Psychology","score_opus":0.13648538113875533,"score_gpt":0.4499487949327005,"score_spread":0.31346341379394516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499150073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8550932,0.053087853,0.017133513,0.025542198,0.0009904617,0.04602858,0.000002135358,0.00015509102,0.0019669717],"genre_scores_gemma":[0.9786492,0.00065181026,0.008231643,0.0013168025,0.0016848436,0.0077133463,0.0000036233496,0.00003944234,0.0017093142],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99447876,0.0029539885,0.0011586988,0.00049200625,0.00040513335,0.0005113933],"domain_scores_gemma":[0.991051,0.007899333,0.00041516728,0.00036450467,0.00021034727,0.000059636604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007984499,0.00032990958,0.0026934259,0.0002669058,0.00023710175,0.000034155786,0.00020321921,0.00011328998,0.000057494137],"category_scores_gemma":[0.0025615245,0.0001639566,0.00073460385,0.0005211118,0.00012277134,0.000043544973,0.000023669778,0.00031339837,0.0000068382396],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9843069,0.0015792497,0.004882382,0.00001858472,0.0005596481,0.00000956633,0.00056688493,0.000014488857,0.00016503212,0.00026718274,0.006984984,0.0006450984],"study_design_scores_gemma":[0.9793184,0.0024121471,0.003729848,0.000026311393,0.00073413545,0.000012778209,0.00059876323,0.00012745346,0.00009120473,0.012291034,0.00047087384,0.00018706643],"about_ca_topic_score_codex":0.00007793231,"about_ca_topic_score_gemma":0.00003062779,"teacher_disagreement_score":0.12355598,"about_ca_system_score_codex":0.00002411418,"about_ca_system_score_gemma":0.00006496258,"threshold_uncertainty_score":0.6685956},"labels":[],"label_agreement":null},{"id":"W1507589298","doi":"10.3928/00485713-20060101-02","title":"Pharmacotherapy of Major Depression with Psychotic Features: What is the Evidence?","year":2006,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Treatment of Major Depression","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychiatry; Geriatric psychiatry; Medicine; Comorbidity; Mental health; Epidemiology; Public health; Psychology","score_opus":0.02642685495245192,"score_gpt":0.33943248795889913,"score_spread":0.31300563300644724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1507589298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6924812,0.25774443,0.00041460324,0.043518815,0.00067184994,0.0016630862,0.000011228411,0.000139088,0.0033556514],"genre_scores_gemma":[0.98174006,0.009022291,0.0018194458,0.003613927,0.00050048495,0.000057795325,0.0000104511755,0.000049242808,0.0031862915],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9981616,0.000091915026,0.00034618273,0.00040683878,0.00068682723,0.00030662693],"domain_scores_gemma":[0.99863863,0.00017567216,0.00027786873,0.0006614456,0.00014292613,0.000103447535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024216592,0.00025902523,0.00033849198,0.00017098254,0.00013123563,0.000052616546,0.00022022685,0.000100568475,0.00038863215],"category_scores_gemma":[0.000010971167,0.00012950828,0.00019286662,0.0005625805,0.00009307523,0.00033268592,0.000018784025,0.00021326265,0.000039413466],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007199357,0.0024670383,0.4280015,0.00043084697,0.00063496927,0.000050662522,0.0007896225,0.000045896926,0.014754222,0.00016375263,0.45333233,0.0921298],"study_design_scores_gemma":[0.0123627465,0.0020220187,0.8691547,0.0037872503,0.0017283892,0.0004350371,0.00047503843,0.000080830796,0.0799113,0.0026118446,0.026811322,0.00061956095],"about_ca_topic_score_codex":0.000108286215,"about_ca_topic_score_gemma":0.000010212138,"teacher_disagreement_score":0.44115317,"about_ca_system_score_codex":0.000015474567,"about_ca_system_score_gemma":0.00007028801,"threshold_uncertainty_score":0.52811944},"labels":[],"label_agreement":null},{"id":"W1535451185","doi":"10.3928/00485713-20060101-03","title":"Research Assessment of Patients With Psychotic Depression: The STOP-PD Approach","year":2006,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Treatment of Major Depression","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychiatry; Mental health; Medicine; Psychology","score_opus":0.04495005479901848,"score_gpt":0.38398498670111386,"score_spread":0.3390349319020954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535451185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91344005,0.0027342567,0.0010976456,0.0021726366,0.00019428585,0.0016324021,0.000018524377,0.00006315343,0.078647025],"genre_scores_gemma":[0.990579,0.000050720373,0.007531565,0.0001244869,0.00023504782,0.000095225645,0.00006952902,0.000034548688,0.0012798603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997056,0.00024156194,0.0003773327,0.00042474165,0.0014903573,0.0004099911],"domain_scores_gemma":[0.9983041,0.00015410442,0.00019304975,0.0008225775,0.00041298804,0.000113131064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069710973,0.00019311896,0.00031427405,0.0002802014,0.00021821544,0.00002313976,0.00023876596,0.00009902545,0.00011042251],"category_scores_gemma":[0.00002029155,0.00009810424,0.00011038969,0.00090234407,0.00015097609,0.00007676726,0.00005713713,0.00039429544,0.00001613975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048229325,0.003295862,0.9520509,0.00010100511,0.00008656251,0.0000030965386,0.000042329684,0.00007763921,0.000018750512,0.00051947223,0.04012967,0.0031923875],"study_design_scores_gemma":[0.003112837,0.0006663296,0.9920007,0.00007035847,0.00013201931,0.0000065390377,0.000084899766,0.00013945025,0.0000578394,0.00048631907,0.003136976,0.00010572478],"about_ca_topic_score_codex":0.00007927817,"about_ca_topic_score_gemma":0.0000034371053,"teacher_disagreement_score":0.077367164,"about_ca_system_score_codex":0.000033798442,"about_ca_system_score_gemma":0.00012963182,"threshold_uncertainty_score":0.40005746},"labels":[],"label_agreement":null},{"id":"W1579137834","doi":"10.3928/00485713-20060101-09","title":"Challenges in Differentiating and Diagnosing Psychotic Depression","year":2006,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Treatment of Major Depression","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Depression (economics); Rothschild; Medicine; Mental health; Psychology","score_opus":0.06602954847484577,"score_gpt":0.3308793761226385,"score_spread":0.26484982764779275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579137834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9098571,0.07472496,0.00005487286,0.004352266,0.00021246234,0.00030110934,0.0000012736285,0.000078463745,0.010417509],"genre_scores_gemma":[0.9932184,0.0047757607,0.0014074348,0.00012204604,0.00028858002,0.000027302616,0.0000091733955,0.000024874664,0.0001263816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877036,0.000055456552,0.0002860203,0.00039034296,0.00022389049,0.00027392988],"domain_scores_gemma":[0.99944323,0.000110365196,0.00010051551,0.00023601002,0.000023249246,0.00008663491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014855085,0.00016992002,0.00026475423,0.00026290698,0.000066655404,0.000019726187,0.00004683868,0.000098410404,0.00002709842],"category_scores_gemma":[0.00003904833,0.00013414295,0.00005934721,0.00018190674,0.000020834275,0.000087205226,0.00002968261,0.00014773238,0.0000125728775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008793415,0.0006110792,0.90349317,0.00012123474,0.000014899447,0.00002329698,0.000080265185,0.0000047779977,0.00031164268,0.00018293288,0.0011792242,0.09388954],"study_design_scores_gemma":[0.0020243367,0.00011187783,0.99420285,0.0003102111,0.000060344068,0.000045387056,0.000050105802,0.00014326484,0.0002900473,0.0021531535,0.00048070788,0.0001277182],"about_ca_topic_score_codex":0.000053218308,"about_ca_topic_score_gemma":0.000050456125,"teacher_disagreement_score":0.093761824,"about_ca_system_score_codex":0.000014378778,"about_ca_system_score_gemma":0.000011556989,"threshold_uncertainty_score":0.54701906},"labels":[],"label_agreement":null},{"id":"W1965264473","doi":"10.3928/00485713-20080801-01","title":"Translating Best Practices into Service: Implementing Early Intervention for Psychosis across Canada","year":2008,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St Joseph's Health Care; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Best practice; Jurisdiction; Health care; Psychology; Intervention (counseling); Political science; Nursing; Management; Medicine; Public relations; Psychiatry; Law; Economics","score_opus":0.11234847132057948,"score_gpt":0.43901130700481694,"score_spread":0.3266628356842375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965264473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97487783,0.0023443666,0.00055305153,0.020557415,0.00026159282,0.00089392107,0.0000693411,0.000040120736,0.0004023833],"genre_scores_gemma":[0.98605,0.0002026981,0.011984947,0.00063308736,0.00043697306,0.00021385802,0.00008248838,0.000032173928,0.0003637852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799407,0.00005152878,0.00046413063,0.00037123266,0.0004708896,0.0006481718],"domain_scores_gemma":[0.9986383,0.00012817608,0.00037697516,0.00025716392,0.00033100857,0.00026839846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046378636,0.00018902944,0.00027101292,0.00007030807,0.00057414663,0.000043344262,0.00012846863,0.000060365113,0.00009974752],"category_scores_gemma":[0.0001478288,0.00016524894,0.00020876633,0.0005191467,0.000020442278,0.0001920197,0.000026534804,0.00017920294,0.000020816973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056554605,0.0011458028,0.5456491,0.0008986909,0.0008698464,0.00006685944,0.0028344598,0.000003182109,0.00010641044,0.0001029212,0.011541551,0.4311257],"study_design_scores_gemma":[0.044775154,0.0066632256,0.79004,0.00071098935,0.0010687748,0.0005732687,0.013125558,0.0016776036,0.002561927,0.0019700772,0.13537274,0.0014606459],"about_ca_topic_score_codex":0.5610705,"about_ca_topic_score_gemma":0.831254,"teacher_disagreement_score":0.42966506,"about_ca_system_score_codex":0.00008402852,"about_ca_system_score_gemma":0.00032842308,"threshold_uncertainty_score":0.6738656},"labels":[],"label_agreement":null},{"id":"W1966567755","doi":"10.3928/00485713-20080601-09","title":"Pharmacogenetics of Lithium Response","year":2008,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Douglas Mental Health University Institute","funders":"","keywords":"Bipolar disorder; Lithium (medication); Treatment of bipolar disorder; Psychiatry; Medicine; Mood; Mood stabilizer; Bipolar illness; Population; Pediatrics; Internal medicine; Psychology; Mania","score_opus":0.052325723748623,"score_gpt":0.342056091708824,"score_spread":0.289730367960201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966567755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9560534,0.0295132,0.00016880044,0.0032667895,0.0001871145,0.00023295528,0.000019273568,0.00003850654,0.010519974],"genre_scores_gemma":[0.9924141,0.003113792,0.0016370058,0.00043648362,0.00009761419,0.0000072932576,0.0000057650864,0.000014489117,0.0022734206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924004,0.000053295378,0.00021403354,0.00013857182,0.00019579266,0.00015827153],"domain_scores_gemma":[0.99947804,0.000039107235,0.00006409621,0.00021517066,0.000089587185,0.00011400302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014262198,0.000096601114,0.0001897077,0.00012598671,0.000050080205,0.0000013498368,0.000049564227,0.000047994472,0.00018799161],"category_scores_gemma":[0.000025453357,0.00007879929,0.00013199197,0.0003024421,0.00005238051,0.000016340347,0.000012613112,0.0000750227,0.00007459381],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029154213,0.0013796273,0.96422213,0.000073290554,0.0002388068,0.000025801577,0.0005839727,0.000002895714,0.0018527927,0.00008070527,0.022302484,0.0063220663],"study_design_scores_gemma":[0.001939052,0.00071377086,0.8898906,0.000009466293,0.00014885498,0.00020668162,0.000029239842,0.000017869286,0.0052819336,0.00011428071,0.10155299,0.00009523649],"about_ca_topic_score_codex":0.000012970499,"about_ca_topic_score_gemma":7.664627e-7,"teacher_disagreement_score":0.079250515,"about_ca_system_score_codex":0.000006606681,"about_ca_system_score_gemma":0.00010822803,"threshold_uncertainty_score":0.32133418},"labels":[],"label_agreement":null},{"id":"W1973522017","doi":"10.3928/00485713-20080501-01","title":"Informed Assent and Informed Consent in the Child and Adolescent","year":2008,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Psychology; Informed consent; Confidentiality; Medicine; Psychiatry; Political science; Law; Alternative medicine","score_opus":0.10742415713876464,"score_gpt":0.40340241023946716,"score_spread":0.2959782531007025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973522017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78681546,0.024924323,0.00001829425,0.14622755,0.00033150404,0.0010766176,0.000010539122,0.000042150914,0.04055356],"genre_scores_gemma":[0.9184181,0.05628917,0.00027197984,0.024408126,0.00038856166,0.000019477986,0.00000957904,0.000010009044,0.0001849646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985643,0.000070149916,0.00044977636,0.000204388,0.00037767045,0.00033373138],"domain_scores_gemma":[0.9988739,0.00049071125,0.000104690815,0.00024721836,0.00006847005,0.00021499282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053297315,0.00016063383,0.0002674409,0.00020390624,0.00020409007,0.000022945378,0.00008337465,0.00015175693,0.000017233799],"category_scores_gemma":[0.00063302025,0.0001052993,0.000052168416,0.0004057399,0.00016465056,0.00007276304,0.000041013183,0.00063731754,0.000010313259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028282055,0.00042382866,0.87942797,0.0024705378,0.000036346984,0.00011902437,0.014279533,0.0000015126537,8.6122196e-7,0.005556858,0.09233721,0.005063499],"study_design_scores_gemma":[0.0017278438,0.00037305488,0.7889013,0.00018566336,0.000035406334,0.00085671886,0.0014329732,0.000033746615,0.000003127397,0.00044692523,0.20582484,0.00017839295],"about_ca_topic_score_codex":0.00015488353,"about_ca_topic_score_gemma":0.00023907523,"teacher_disagreement_score":0.13160267,"about_ca_system_score_codex":0.000023837425,"about_ca_system_score_gemma":0.00068379944,"threshold_uncertainty_score":0.4293981},"labels":[],"label_agreement":null},{"id":"W2008801948","doi":"10.3928/00485713-20081101-10","title":"Clinical Implications of Epidemiologic Data for Diagnosis and Treatment of Psychiatric Comorbidity","year":2008,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Comorbidity; Psychiatry; Psychiatric comorbidity; Medicine; Alcohol abuse; Psychology","score_opus":0.5149652413429231,"score_gpt":0.5497130449683311,"score_spread":0.03474780362540797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008801948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96519256,0.021678794,0.0004979571,0.0064509055,0.0009700825,0.0016825516,0.0016561039,0.00003368318,0.0018373886],"genre_scores_gemma":[0.9619619,0.029545844,0.006674586,0.00040223016,0.00038615914,0.00044279432,0.0003321423,0.00001811342,0.00023619934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997529,0.0002691789,0.0011835454,0.00059654523,0.00009361431,0.0003281317],"domain_scores_gemma":[0.99639535,0.0015272746,0.00071681687,0.0011097735,0.00008481429,0.00016597372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006979866,0.00020075275,0.0007092852,0.00015928154,0.00021606105,0.0000028466136,0.00038887074,0.00016315603,0.00016867391],"category_scores_gemma":[0.0000931562,0.0001535759,0.00020445995,0.00038305932,0.00020567176,0.00007803677,0.000060364975,0.00006487878,0.000016943544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018273103,0.0028282795,0.8561295,0.00005110637,0.0001352924,6.273775e-7,0.000073056646,3.1853045e-7,3.257066e-7,0.0027978667,0.055664055,0.08213683],"study_design_scores_gemma":[0.002111776,0.0021902896,0.96895194,0.000006624978,0.00018054395,0.000013768365,0.000042959677,0.000021980626,0.000006454419,0.0043361513,0.02200141,0.00013611553],"about_ca_topic_score_codex":0.0004080881,"about_ca_topic_score_gemma":0.000040396055,"teacher_disagreement_score":0.11282242,"about_ca_system_score_codex":0.000013232105,"about_ca_system_score_gemma":0.000044427154,"threshold_uncertainty_score":0.6262643},"labels":[],"label_agreement":null},{"id":"W2028414355","doi":"10.3928/00485713-20080201-01","title":"New Orleans Medical Students post-Katrina — an Assessment of Psychopathology and Anticipatory Transference of Resilience","year":2008,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Resilience and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Psychopathology; Psychology; Clinical psychology","score_opus":0.05448347039324493,"score_gpt":0.4967637984448102,"score_spread":0.4422803280515653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028414355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896248,0.0018417285,0.0025392435,0.0007366403,0.0006726917,0.0003668004,0.000024618688,0.00002531003,0.0041681686],"genre_scores_gemma":[0.99458,0.002429502,0.001689351,0.00080888596,0.00009321942,0.000013287949,0.0000052259556,0.00001652757,0.00036400932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968077,0.0003526736,0.0008144218,0.0005480571,0.0010023627,0.0004748079],"domain_scores_gemma":[0.99849445,0.000107869906,0.00025123256,0.0005202598,0.000104725754,0.0005214643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097479665,0.00020457682,0.0005059104,0.00028660035,0.00010745245,0.0000056429803,0.0007470945,0.0002044019,0.000723689],"category_scores_gemma":[0.00002948557,0.00018246112,0.00009477236,0.000504978,0.0003734107,0.00014050832,0.000052421638,0.0002791735,0.000013686603],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003334963,0.0015679174,0.94809335,0.000108670836,0.000036988582,0.00006223635,0.0037406764,0.000001899174,0.00043710574,0.0035737813,0.0021279757,0.039915886],"study_design_scores_gemma":[0.0013458324,0.0026879613,0.99389136,0.000039383307,0.000027338341,0.00024329984,0.0009680625,0.0000146795055,0.000068603455,0.00029889707,0.000251236,0.00016337213],"about_ca_topic_score_codex":0.0006967353,"about_ca_topic_score_gemma":0.00009152795,"teacher_disagreement_score":0.04579797,"about_ca_system_score_codex":0.000012095612,"about_ca_system_score_gemma":0.0005048912,"threshold_uncertainty_score":0.79238874},"labels":[],"label_agreement":null},{"id":"W2037648436","doi":"10.3928/00485713-20090515-01","title":"Pharmacotherapy of PTSD: Current Status and Controversies","year":2009,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"National Institute of Mental Health","keywords":"Pharmacotherapy; Current (fluid); Psychology; Medicine; Psychiatry; Clinical psychology; Psychotherapist; Physics","score_opus":0.0910632290842597,"score_gpt":0.4651862742129177,"score_spread":0.374123045128658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037648436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83123255,0.12582922,0.00029168924,0.004152795,0.0007744716,0.00053472223,0.00008342702,0.00006138914,0.03703972],"genre_scores_gemma":[0.9935884,0.0050923177,0.0001180979,0.00076441426,0.000112437585,0.000013848104,0.0000056865983,0.000012400115,0.00029238657],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985861,0.00012563795,0.00030822394,0.0002521549,0.00026321464,0.00046464088],"domain_scores_gemma":[0.9991882,0.00019579504,0.00013745013,0.00025208847,0.000073786585,0.00015271206],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002173354,0.00014145048,0.0002572572,0.00023107261,0.000051892035,0.000018648645,0.0001679812,0.000048658203,0.0012663165],"category_scores_gemma":[0.000039939143,0.00012765729,0.00007895791,0.0003131075,0.00008732849,0.00006481228,0.000013949445,0.00015762968,0.000057797537],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007471821,0.0014029753,0.07595129,0.00007759339,0.00022116622,0.000003220107,0.004546971,0.0000021225362,0.00024145424,0.030337302,0.10823655,0.77823216],"study_design_scores_gemma":[0.00952149,0.0015567711,0.7675236,0.00005191682,0.00008821964,0.000012213266,0.001964501,0.000070502756,0.0004406074,0.025987223,0.19223131,0.0005516408],"about_ca_topic_score_codex":0.00010066426,"about_ca_topic_score_gemma":0.0000031792977,"teacher_disagreement_score":0.7776805,"about_ca_system_score_codex":0.0000073407114,"about_ca_system_score_gemma":0.00003454418,"threshold_uncertainty_score":0.99964666},"labels":[],"label_agreement":null},{"id":"W2039587072","doi":"10.3928/00485713-20080701-03","title":"Expression of Depressive Symptoms, Regional Variations: A Comparison of Three Cities in Pakistan","year":2008,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Depressive symptoms; Expression (computer science); Geography; Demography; Psychology; Psychiatry; Sociology; Computer science; Anxiety","score_opus":0.10221079506655383,"score_gpt":0.4313256109921028,"score_spread":0.329114815925549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039587072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804802,0.011703413,0.00068086985,0.000296816,0.00036430042,0.0004223413,0.000037980182,0.000019718202,0.0059943898],"genre_scores_gemma":[0.9987115,0.00023320987,0.00048296695,0.00010220915,0.000082240214,0.00008193223,0.00003030083,0.000012059736,0.00026357904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840456,0.00012121203,0.0007358519,0.00023834818,0.00026073624,0.00023929645],"domain_scores_gemma":[0.9988702,0.00018761857,0.0005263993,0.00027678223,0.00007766782,0.00006136547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014012148,0.00013752538,0.0003696878,0.00028746776,0.000108768945,0.0000032128582,0.00019369513,0.00011241841,0.0004963985],"category_scores_gemma":[0.0000059616755,0.00012016185,0.00008885518,0.00042381155,0.00009456386,0.00009044739,0.000021509546,0.00011681061,0.000016828442],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036650596,0.0011920814,0.971352,0.00008064629,0.000041331,0.00000487941,0.0038880138,0.000014274774,0.00004747632,0.008422034,0.010572018,0.0040187556],"study_design_scores_gemma":[0.001954303,0.0003315248,0.9894228,0.00011801656,0.000025222094,0.000009116135,0.00064713537,0.000060689494,0.00055510754,0.006226366,0.000494612,0.00015509622],"about_ca_topic_score_codex":0.0005922603,"about_ca_topic_score_gemma":0.00007992187,"teacher_disagreement_score":0.01823133,"about_ca_system_score_codex":0.00001599656,"about_ca_system_score_gemma":0.000035263733,"threshold_uncertainty_score":0.5435215},"labels":[],"label_agreement":null},{"id":"W2067970976","doi":"10.3928/00485713-20080801-04","title":"The Promise of Early Recognition and Treatment","year":2008,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.11572837468829149,"score_gpt":0.3422703731312201,"score_spread":0.2265419984429286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067970976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835941,0.0047742273,0.00001588754,0.008591559,0.00014486862,0.00042566602,0.00001713838,0.000028674634,0.0024078737],"genre_scores_gemma":[0.9907332,0.006761469,0.0005772466,0.0006074266,0.00035817828,0.000031877615,0.000009014667,0.000014478611,0.00090708083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991245,0.00006279827,0.00029098525,0.00016124031,0.00021062326,0.00014979871],"domain_scores_gemma":[0.9993378,0.00011306095,0.00013656887,0.00021969034,0.00008911525,0.000103781334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002394339,0.0000995229,0.00021453839,0.000056963818,0.00013804265,0.000006235703,0.000040201485,0.000041898988,0.000024247553],"category_scores_gemma":[0.000060724633,0.00006431006,0.000092140195,0.00018038882,0.00010096229,0.00003806055,0.000009639011,0.00006071512,0.000029366669],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040554227,0.002269562,0.57178926,0.00033265696,0.00090365065,0.000033576194,0.020072678,6.6689415e-7,0.00025633807,0.0003104309,0.045422155,0.3545536],"study_design_scores_gemma":[0.0039858245,0.003547297,0.96237266,0.000084469786,0.00019238878,0.00018045699,0.00044677427,0.000009417644,0.0009608756,0.0025938232,0.025410846,0.0002151881],"about_ca_topic_score_codex":0.00035497404,"about_ca_topic_score_gemma":0.000039222075,"teacher_disagreement_score":0.3905834,"about_ca_system_score_codex":0.000012967278,"about_ca_system_score_gemma":0.000101908685,"threshold_uncertainty_score":0.2622488},"labels":[],"label_agreement":null},{"id":"W2135943138","doi":"10.3928/00485713-20131105-06","title":"Residency Training in Intensive Short-Term Dynamic Psychotherapy: Methods and Cost-Effectiveness","year":2013,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Psychodynamics; Psychodynamic psychotherapy; Graduate medical education; Psychotherapist; Residency training; Psychology; Medicine; Medical education; Psychiatry; Continuing education","score_opus":0.09876742017325872,"score_gpt":0.4804908746297705,"score_spread":0.3817234544565118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135943138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6817978,0.015826622,0.2425817,0.012595839,0.001657237,0.0070538754,0.00004015244,0.0005665644,0.037880234],"genre_scores_gemma":[0.9392456,0.0046348907,0.044610914,0.004149537,0.00021327815,0.005829551,0.000018859302,0.00014599014,0.0011514248],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974112,0.0005783579,0.0005395809,0.0007660205,0.0001311855,0.00057367416],"domain_scores_gemma":[0.9985037,0.00037462305,0.0001436109,0.000640065,0.00017058614,0.00016741104],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010251794,0.00031910892,0.00045640115,0.00047076982,0.00011229049,0.00007250754,0.00032662755,0.00024334877,0.001076881],"category_scores_gemma":[0.000018480112,0.00029950181,0.00012860147,0.00082607055,0.00012481185,0.00017775137,0.000014859711,0.00039302866,0.000086273234],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018899007,0.00027181834,0.019932056,0.000032173,0.00013198282,0.00000508148,0.005779254,0.0000014150731,0.0037115386,0.024923587,0.009486111,0.93553597],"study_design_scores_gemma":[0.0012293708,0.00030496565,0.7367033,0.00008396745,0.000024397905,0.00007207163,0.001775394,0.00020335415,0.00009618716,0.24564566,0.013239871,0.0006214726],"about_ca_topic_score_codex":0.00024241138,"about_ca_topic_score_gemma":0.000067742425,"teacher_disagreement_score":0.9349145,"about_ca_system_score_codex":0.0000289998,"about_ca_system_score_gemma":0.000048186714,"threshold_uncertainty_score":0.9999457},"labels":[],"label_agreement":null},{"id":"W2253672188","doi":"10.3928/00485713-20060401-05","title":"Defining Neurocircuits in Depression","year":2006,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deep brain stimulation; Context (archaeology); Depression (economics); Major depressive disorder; Medicine; Psychiatry; Neuromodulation; Psychology; Psychotherapist; Cognition; Stimulation; Internal medicine; Disease","score_opus":0.02142593473700611,"score_gpt":0.29999177710806124,"score_spread":0.27856584237105514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253672188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94181925,0.004786422,0.000045443867,0.001690169,0.0001095608,0.00017645759,0.0000024995416,0.000051813255,0.05131837],"genre_scores_gemma":[0.99612796,0.00011358137,0.00016833554,0.0031659235,0.000055766486,0.000013358692,0.000011428167,0.000011047166,0.00033260713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992179,0.000024159326,0.00018343767,0.0002259843,0.00013177242,0.00021671214],"domain_scores_gemma":[0.999728,0.000031938747,0.000044095486,0.00012544642,0.000016727325,0.00005379191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051041872,0.000096144046,0.0001590118,0.000114348215,0.000038521204,0.000007807749,0.000038709113,0.000055574845,0.000073593124],"category_scores_gemma":[0.000024221712,0.00007215089,0.00006846555,0.00031608256,0.000012245784,0.000030427758,0.00001325096,0.00011326295,0.00011062239],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006781994,0.0005170425,0.98064405,0.000011784017,0.0000044599037,0.00009142691,0.0000059743966,0.000016193417,0.000048336515,0.0008607393,0.006858804,0.010873386],"study_design_scores_gemma":[0.0013602169,0.00018083552,0.98411345,0.00001056721,0.000018405794,0.000012014068,0.000004117704,0.00004596433,0.00005022077,0.011724335,0.0024112538,0.00006863166],"about_ca_topic_score_codex":0.00007762755,"about_ca_topic_score_gemma":0.000010238667,"teacher_disagreement_score":0.05430869,"about_ca_system_score_codex":0.0000046533987,"about_ca_system_score_gemma":0.000014994767,"threshold_uncertainty_score":0.2942228},"labels":[],"label_agreement":null},{"id":"W229039170","doi":"10.3928/00485713-20061201-01","title":"The Basics for Psychiatrists: An Overview of Sleep, Sleep Disorders, and Psychiatric Medications’ Effects on Sleep","year":2006,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Sleep and related disorders","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Sleep medicine; Psychology; Medicine; Sleep disorder; Insomnia","score_opus":0.020604601157495114,"score_gpt":0.3313844474696175,"score_spread":0.31077984631212235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W229039170","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19143318,0.63463813,0.01794593,0.055270497,0.020800652,0.008420667,0.00035152066,0.0007168613,0.07042254],"genre_scores_gemma":[0.962862,0.025204748,0.003235811,0.0033826432,0.0027105073,0.001025105,0.00022725784,0.00026073767,0.0010911806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99596786,0.00044872265,0.0011510523,0.0009649761,0.000556025,0.0009113722],"domain_scores_gemma":[0.9961853,0.0013419215,0.00076020707,0.0012679093,0.00017716378,0.00026751036],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011036423,0.00056618307,0.00059410825,0.0005279686,0.0008759871,0.00007317234,0.0007467054,0.00050405535,0.00012363239],"category_scores_gemma":[0.00010017987,0.000422606,0.00045413914,0.0015721619,0.00030404623,0.00014486042,0.000047355974,0.0004805501,0.00009121421],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011288992,0.0038437522,0.047436953,0.00050342,0.0014319282,0.0000018370639,0.0007366589,0.0001624226,0.0000068610975,0.5612069,0.11775255,0.26578787],"study_design_scores_gemma":[0.01578258,0.005058268,0.21460457,0.0001212865,0.0027004573,0.000034963392,0.0017477616,0.0017403534,0.00002890762,0.41817424,0.33800286,0.0020037533],"about_ca_topic_score_codex":0.0002651463,"about_ca_topic_score_gemma":0.00027052703,"teacher_disagreement_score":0.7714288,"about_ca_system_score_codex":0.000022665072,"about_ca_system_score_gemma":0.00005761563,"threshold_uncertainty_score":0.99982256},"labels":[],"label_agreement":null},{"id":"W2321285142","doi":"10.3928/00485718-20090924-04","title":"This Issue: Bipolar Disorder, with a Focus on Childhood-Onset Bipolar Disorder","year":2009,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bipolar disorder; Storm; Annals; Psychiatry; Convergence (economics); Psychology; Medicine; History; Meteorology; Geography; Cognition; Economics; Economic growth","score_opus":0.011160192292421496,"score_gpt":0.2757307087203205,"score_spread":0.264570516427899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321285142","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25788984,0.60860807,0.0007276982,0.0922741,0.0005994162,0.0032070682,0.00026542475,0.0008369586,0.03559143],"genre_scores_gemma":[0.9738375,0.014525046,0.0015325372,0.004875168,0.0005427525,0.00007586995,0.00015523676,0.000117776515,0.00433811],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970598,0.00010560632,0.0004846788,0.00080264173,0.0007173245,0.0008299407],"domain_scores_gemma":[0.9982297,0.00006173719,0.00018835158,0.00095511746,0.00012219869,0.00044289455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021685971,0.0006205105,0.00068924227,0.0004978346,0.00036157758,0.000058156566,0.00024112579,0.0002320291,0.0011807729],"category_scores_gemma":[0.00004217177,0.00043905518,0.00034387808,0.001275732,0.00008695417,0.00014145924,0.000027347793,0.0005414262,0.0012478004],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089668744,0.008573912,0.52430654,0.00006708122,0.0005864452,0.000033596472,0.0009666034,0.000008355846,0.000011298451,0.0015426455,0.02961164,0.43339518],"study_design_scores_gemma":[0.0035476875,0.004359423,0.43090278,0.00006555523,0.00035620914,0.00012056454,0.00007348764,0.000016968228,0.00006129931,0.0009124677,0.5591549,0.0004286562],"about_ca_topic_score_codex":0.00042548432,"about_ca_topic_score_gemma":0.00017304231,"teacher_disagreement_score":0.7159477,"about_ca_system_score_codex":0.000039478662,"about_ca_system_score_gemma":0.00017662499,"threshold_uncertainty_score":0.9998061},"labels":[],"label_agreement":null},{"id":"W2325134345","doi":"10.3928/00485713-20131105-05","title":"Emerging Evidence for Intensive Short-Term Dynamic Psychotherapy with Personality Disorders and Somatic Disorders","year":2013,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychodynamic psychotherapy; Psychotherapist; Psychodynamics; Personality disorders; Psychology; Personality; Clinical psychology; Depression (economics); Psychoanalysis","score_opus":0.04479883001223484,"score_gpt":0.3974158117961793,"score_spread":0.35261698178394446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325134345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7194122,0.012299161,0.21344723,0.045720093,0.00049657986,0.004931903,0.00004989723,0.0004208474,0.0032220923],"genre_scores_gemma":[0.9750227,0.007881005,0.008887683,0.0032894434,0.0001296871,0.0036926237,0.00001745884,0.000105378735,0.00097406964],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980433,0.00007835905,0.00040737118,0.00074043276,0.00018577454,0.00054477685],"domain_scores_gemma":[0.998626,0.00022639403,0.00018784437,0.0006252116,0.00017113231,0.00016345341],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024523647,0.00034291443,0.0003268832,0.00019170468,0.00026735166,0.000082230006,0.00032858175,0.00013030547,0.0007454169],"category_scores_gemma":[0.000010263729,0.00028227616,0.00016675798,0.00045352106,0.00018968197,0.00023479192,0.000009636986,0.00019003841,0.00003818301],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096825825,0.001177385,0.20931044,0.00029427232,0.00072144356,6.5981146e-7,0.01185747,0.000005037535,0.00094967807,0.017015623,0.07983928,0.67786044],"study_design_scores_gemma":[0.003046697,0.00249483,0.7142855,0.00028545395,0.00019525042,0.00004961071,0.0054354467,0.0019125512,0.000014031985,0.23289916,0.03758736,0.0017941057],"about_ca_topic_score_codex":0.00022316791,"about_ca_topic_score_gemma":0.00026010897,"teacher_disagreement_score":0.67606634,"about_ca_system_score_codex":0.000016276575,"about_ca_system_score_gemma":0.000025568519,"threshold_uncertainty_score":0.9999629},"labels":[],"label_agreement":null},{"id":"W2605080477","doi":"10.3928/00485713-20061201-02","title":"Assessment and Treatment of Sleep Problems","year":2006,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Sleep and related disorders","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Psychology; Mood; Population; Medicine","score_opus":0.023998790144631334,"score_gpt":0.3291972089820658,"score_spread":0.3051984188374344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605080477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71718526,0.024647504,0.00059786765,0.0014271386,0.00091941986,0.0004917676,0.00001430352,0.0000681446,0.25464857],"genre_scores_gemma":[0.9962183,0.00078233884,0.0005402399,0.00008674082,0.00014189015,0.000049357957,0.000012860845,0.000017056696,0.0021511908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990571,0.0000548771,0.00029300977,0.00024851438,0.0001114817,0.00023501883],"domain_scores_gemma":[0.9995283,0.000038904465,0.0001316235,0.0002161541,0.000033621553,0.000051396964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008727677,0.00013854798,0.00019887822,0.00015047628,0.00005620331,0.00000933721,0.000059456084,0.00011444039,0.0004529768],"category_scores_gemma":[9.637472e-7,0.00010593829,0.000091743816,0.00026546157,0.000056546614,0.000026243719,0.0000074152604,0.000052125804,0.00005137508],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010397741,0.006754469,0.74532557,0.00004635546,0.0012457571,0.00001233177,0.0013068005,0.00027227952,0.00010063436,0.06818489,0.027397014,0.14924991],"study_design_scores_gemma":[0.0054385164,0.0017449964,0.9218272,0.000013832822,0.00036190858,0.000024528095,0.00062099186,0.00015827452,0.000026199123,0.013041942,0.056368675,0.0003729553],"about_ca_topic_score_codex":0.0005952838,"about_ca_topic_score_gemma":0.000026192485,"teacher_disagreement_score":0.27903304,"about_ca_system_score_codex":0.000011899031,"about_ca_system_score_gemma":0.000015855154,"threshold_uncertainty_score":0.49597782},"labels":[],"label_agreement":null},{"id":"W2611859004","doi":"10.3928/00485713-20061201-05","title":"Sleep in the Substance-using Population","year":2006,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Addiction; Psychiatry; Substance abuse; Psychology; Medicine","score_opus":0.0938928931125943,"score_gpt":0.35479606888966564,"score_spread":0.26090317577707134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611859004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887217,0.0003691466,0.00070534245,0.0015088435,0.0002541599,0.00021682178,0.000003867604,0.000027719818,0.008192378],"genre_scores_gemma":[0.99880123,0.000022920965,0.00009111949,0.0006847987,0.00029425774,0.000013958114,0.0000022884458,0.000009840919,0.00007961134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854,0.00022295333,0.00021621566,0.0002511249,0.00044164213,0.00032805957],"domain_scores_gemma":[0.99951035,0.00015450596,0.00006142928,0.00022858918,0.000020433568,0.000024699533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041784922,0.000087689674,0.00009144715,0.0001991797,0.00017909135,0.00006969567,0.00028928672,0.0000432376,0.00004812808],"category_scores_gemma":[0.00007368799,0.00006183578,0.000052960244,0.0013924803,0.000033099706,0.00014792579,0.000011671686,0.00015719506,0.000047831403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019163654,0.0010152875,0.8618751,0.00005068424,0.000005008214,0.000082657905,0.00073800184,0.006353121,0.007424745,0.080964945,0.008882538,0.032416258],"study_design_scores_gemma":[0.0010949958,0.00008261346,0.8886675,0.00001547447,0.000013754519,0.000049154758,0.00019878213,0.017557608,0.0065366947,0.079545826,0.005772845,0.00046474457],"about_ca_topic_score_codex":0.0005223633,"about_ca_topic_score_gemma":0.00013669618,"teacher_disagreement_score":0.031951513,"about_ca_system_score_codex":0.000016195494,"about_ca_system_score_gemma":0.000010096976,"threshold_uncertainty_score":0.252159},"labels":[],"label_agreement":null},{"id":"W2646979627","doi":"10.3928/00485713-20071201-03","title":"Neuroethics and Psychiatry: New Collaborations for Emerging Challenges","year":2007,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neuroethics; Psychiatry; Psychology; Engineering ethics; Medicine; Engineering","score_opus":0.22559944725911202,"score_gpt":0.41308525926735845,"score_spread":0.18748581200824643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2646979627","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0683825,0.0070330007,0.18696778,0.7055069,0.011103254,0.002852171,0.00017632307,0.0008196679,0.017158406],"genre_scores_gemma":[0.8449928,0.01341312,0.046333335,0.08310868,0.005533089,0.0001600555,0.000024303545,0.00022797225,0.0062066256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975029,0.000083133105,0.00062636356,0.00072155683,0.00046725318,0.00059874746],"domain_scores_gemma":[0.9979112,0.0008959638,0.00029012113,0.00039074084,0.00020961487,0.00030233865],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009787132,0.0002411019,0.0002251491,0.0004637833,0.00061815773,0.00009456918,0.000321751,0.00015734624,0.00004756748],"category_scores_gemma":[0.0019380242,0.00024823574,0.000074653886,0.0015473753,0.00024990246,0.00022787579,0.000070190195,0.0004392038,0.000029785262],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008904713,0.0003222427,0.0003122054,0.00015245302,0.000016950911,0.0000036297206,0.000891215,0.0000063087887,0.010788811,0.8912826,0.07539509,0.020739395],"study_design_scores_gemma":[0.0019261652,0.00085195986,0.004047332,0.000049370323,0.00007040904,0.000032120704,0.00078183506,0.00028753924,0.010484212,0.40687168,0.57378364,0.0008137325],"about_ca_topic_score_codex":0.0000072030457,"about_ca_topic_score_gemma":0.00010443469,"teacher_disagreement_score":0.7766103,"about_ca_system_score_codex":0.000013897344,"about_ca_system_score_gemma":0.0002752169,"threshold_uncertainty_score":0.99999696},"labels":[],"label_agreement":null},{"id":"W2676693678","doi":"10.3928/00485713-20061201-04","title":"Sleep Complications in Depression, Anxiety, and Psychotic Disorders and Their Treatment","year":2006,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Psychiatry; Medicine; Sleep (system call); Psychology; Clinical psychology","score_opus":0.013674432421378472,"score_gpt":0.2895206085393691,"score_spread":0.27584617611799067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2676693678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8458617,0.05564972,0.0009441409,0.005522723,0.00052565045,0.00068965077,0.000023441795,0.000106238105,0.09067676],"genre_scores_gemma":[0.99458563,0.004300844,0.00015218077,0.00038401136,0.000066530505,0.000110736306,0.000022268241,0.00002489457,0.00035287582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874663,0.000083864215,0.0002996705,0.00046940157,0.0000657131,0.00033469373],"domain_scores_gemma":[0.9994059,0.00008113065,0.00008855671,0.0003140492,0.000018442739,0.00009188564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009592765,0.00022344622,0.00020337636,0.00025115444,0.00015296318,0.000026923339,0.00009566831,0.00016007209,0.00011555621],"category_scores_gemma":[0.0000036873662,0.00016706418,0.00006545353,0.00043520314,0.00010450581,0.000053412816,0.000018328488,0.00012558841,0.000049497554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067419125,0.0013013603,0.8005165,0.000009025592,0.00013153396,8.8427043e-7,0.0011511988,0.000056880348,0.000011650215,0.004335114,0.00653044,0.185888],"study_design_scores_gemma":[0.003002756,0.00012628543,0.93732125,0.000011115029,0.00005774485,0.000028391114,0.00087103824,0.00031654278,0.00000302786,0.028882412,0.029097106,0.00028231042],"about_ca_topic_score_codex":0.0009927975,"about_ca_topic_score_gemma":0.0006164574,"teacher_disagreement_score":0.18560569,"about_ca_system_score_codex":0.000010703038,"about_ca_system_score_gemma":0.000008025292,"threshold_uncertainty_score":0.6812679},"labels":[],"label_agreement":null},{"id":"W2791143775","doi":"10.3928/00485713-20171206-02","title":"Frequent Utilizers of Emergency Departments: Characteristics and Intervention Opportunities","year":2018,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Mental health; Intervention (counseling); Substance abuse; Socioeconomic status; General partnership; Emergency department; Population; Quarter (Canadian coin); Mental illness; Psychiatry; Family medicine; Medical emergency; Environmental health","score_opus":0.0973861318160299,"score_gpt":0.37319633064174407,"score_spread":0.27581019882571417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791143775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699917,0.0095496895,0.00027197803,0.0018380978,0.001586174,0.00023666299,0.000058259306,0.000036620553,0.01643084],"genre_scores_gemma":[0.9771261,0.020779608,0.00025395054,0.00031175284,0.00039759954,0.000012010454,0.00003266303,0.000011432132,0.0010748911],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990798,0.00002832873,0.00042717738,0.00015699385,0.00014842575,0.00015926274],"domain_scores_gemma":[0.9992905,0.000008725957,0.0001750789,0.00014824914,0.0002943549,0.000083073865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017078948,0.000116977055,0.00024109326,0.000113372706,0.000076785785,0.0000028302306,0.000044108096,0.00004260031,0.0006426382],"category_scores_gemma":[0.000067388704,0.00009895861,0.00012028058,0.00014669864,0.00009873252,0.000059192815,0.00003405336,0.00005462551,0.000010612128],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005413574,0.0009970507,0.553459,0.0013270932,0.001129946,0.0000213305,0.0021454035,2.1489807e-8,0.00062837696,0.0066251606,0.3535224,0.07960289],"study_design_scores_gemma":[0.0025040274,0.005073415,0.68507767,0.0003237366,0.0011668741,0.00005343111,0.0065767714,0.000070690454,0.0019422298,0.006105967,0.29042754,0.00067761977],"about_ca_topic_score_codex":0.000019428344,"about_ca_topic_score_gemma":0.000007885743,"teacher_disagreement_score":0.13161871,"about_ca_system_score_codex":0.000005871925,"about_ca_system_score_gemma":0.000018735996,"threshold_uncertainty_score":0.70364374},"labels":[],"label_agreement":null},{"id":"W3197862920","doi":"10.3928/00485713-20210806-03","title":"The Relationship Between Alexithymia and Risk for Postpartum Depression","year":2021,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Postpartum depression; Depression (economics); Psychology; Clinical psychology; Pregnancy; Economics","score_opus":0.06217306528128805,"score_gpt":0.36260007739380834,"score_spread":0.3004270121125203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197862920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9619523,0.025951022,0.0003289249,0.009687809,0.0004527514,0.00044196856,0.000056164747,0.000035698322,0.0010933413],"genre_scores_gemma":[0.99008906,0.0041630357,0.0011658482,0.00056110736,0.0004898794,0.00005615118,0.000033606426,0.000017526558,0.0034238026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902433,0.00009136259,0.00027171322,0.00021442509,0.00014487987,0.0002532634],"domain_scores_gemma":[0.99845976,0.00094591774,0.00012552273,0.00023466178,0.0000617468,0.00017238435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039603372,0.00010057506,0.00015619039,0.000036273086,0.00055012974,0.000030259198,0.00004952464,0.00007597548,0.000012596766],"category_scores_gemma":[0.000357496,0.00006836562,0.000073978576,0.00013223296,0.000033357734,0.000045159657,0.000029774683,0.000186683,0.000018055805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024554195,0.000025832454,0.99405724,0.0007242921,0.000024413528,0.0000026574253,0.000058384943,1.5633523e-7,0.0000012532827,0.0009424041,0.001640782,0.0022770206],"study_design_scores_gemma":[0.00066786015,0.0001369418,0.9799555,0.00082329963,0.000081167775,0.00003956197,0.0000327941,0.000014122146,0.00028507898,0.007305489,0.0105826715,0.00007549308],"about_ca_topic_score_codex":0.000014229357,"about_ca_topic_score_gemma":0.000008085748,"teacher_disagreement_score":0.028136723,"about_ca_system_score_codex":0.000008670443,"about_ca_system_score_gemma":0.00006632646,"threshold_uncertainty_score":0.4231209},"labels":[],"label_agreement":null},{"id":"W4221030881","doi":"10.3928/00485713-20220222-01","title":"Evaluating Cognitive Dysfunction of Major Depressive Disorder in Clinical Settings","year":2022,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Major depressive disorder; Cognition; Psychology; Clinical psychology; Medicine; Psychiatry","score_opus":0.07188338608535993,"score_gpt":0.42868853423991465,"score_spread":0.3568051481545547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221030881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990007,0.0038938136,0.00018268057,0.002605914,0.00046562726,0.00082780264,0.00003541545,0.000044677126,0.0019371103],"genre_scores_gemma":[0.9971394,0.00008463589,0.0010553192,0.00079995935,0.00015772569,0.00016729538,0.00007100163,0.000027353368,0.00049731904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997551,0.00042859782,0.00073783647,0.00042341813,0.0006158047,0.00024334554],"domain_scores_gemma":[0.9986556,0.0004317606,0.00045137067,0.00023252284,0.00014024842,0.000088452674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012380914,0.00014992962,0.00039949815,0.00029021883,0.00013730829,0.0000051665584,0.000088104905,0.000071491515,0.00069862953],"category_scores_gemma":[0.00070377195,0.000134292,0.00019871975,0.00061586936,0.000046635636,0.00006870117,0.00012634495,0.00041752856,0.000020419231],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017242089,0.0017185961,0.9044005,0.00008120118,0.00013790693,0.000021535627,0.00025988359,0.00008690304,0.0001377181,0.00002529149,0.003316657,0.088089585],"study_design_scores_gemma":[0.012791353,0.0027309495,0.9794725,0.0001422052,0.00051959796,0.000044410066,0.001243745,0.0011492482,0.00018570853,0.00068074104,0.0008558791,0.00018366653],"about_ca_topic_score_codex":0.00006666255,"about_ca_topic_score_gemma":0.0000060731654,"teacher_disagreement_score":0.08790591,"about_ca_system_score_codex":0.000030603154,"about_ca_system_score_gemma":0.00012959029,"threshold_uncertainty_score":0.76495034},"labels":[],"label_agreement":null},{"id":"W4235961189","doi":"10.3928/00485713-20070701-06","title":"Nutritional Aspects of Child and Adolescent Psychopharmacology","year":2007,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychopharmacology; Psychology; Psychiatry; Medicine; Psychotherapist","score_opus":0.022919745962715427,"score_gpt":0.33794043015980013,"score_spread":0.31502068419708473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235961189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5706817,0.07251283,0.00038805994,0.036239505,0.0020264506,0.0006861655,0.000024475934,0.00007128339,0.31736952],"genre_scores_gemma":[0.9849867,0.0061163106,0.0006884724,0.007049866,0.00091779715,0.0000047976805,0.000004671143,0.000010831102,0.00022053246],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99912137,0.000012999328,0.00027346946,0.00017883428,0.00018251412,0.00023078553],"domain_scores_gemma":[0.9995321,0.000028554836,0.00009014538,0.00009639294,0.0001140303,0.00013875702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028578858,0.000108062406,0.00028505837,0.00020663464,0.00005696454,0.000002598491,0.000039241975,0.000055409604,0.00009371371],"category_scores_gemma":[0.000025890879,0.00009148045,0.00009052626,0.00027496202,0.000089546695,0.000025815187,0.000020240037,0.00012964621,0.00001325924],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044757267,0.0050541996,0.2699595,0.0013271304,0.0007258597,0.000051403556,0.000505429,5.763875e-7,0.003102436,0.046527307,0.6106028,0.057667613],"study_design_scores_gemma":[0.0026319479,0.00020916174,0.82645637,0.000051717256,0.0001358255,0.000037042228,0.00008812484,0.0000012088123,0.00050732977,0.0021382796,0.16765057,0.00009246227],"about_ca_topic_score_codex":0.0000016744578,"about_ca_topic_score_gemma":0.0000014137783,"teacher_disagreement_score":0.5564968,"about_ca_system_score_codex":0.000004382132,"about_ca_system_score_gemma":0.000023743725,"threshold_uncertainty_score":0.37304643},"labels":[],"label_agreement":null},{"id":"W4240970606","doi":"10.3928/00485713-20071001-05","title":"Psychiatry in the News","year":2007,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Miller; Psychology; Psychiatry; Psychoanalysis; Medicine; History","score_opus":0.08378730223731479,"score_gpt":0.46368082770018265,"score_spread":0.37989352546286786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240970606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69671184,0.0048658256,0.0009450085,0.14697742,0.006226951,0.001684916,0.000012474504,0.0001419844,0.14243358],"genre_scores_gemma":[0.8901203,0.00057714694,0.0008045235,0.10278965,0.004745958,0.0000067582323,0.000009429911,0.000025966538,0.00092024525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973053,0.00041565803,0.0007873283,0.00028163273,0.000316081,0.0008940369],"domain_scores_gemma":[0.9987634,0.00035087013,0.00022635657,0.00045668375,0.000049520568,0.00015318522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003328816,0.00016008581,0.00021249829,0.00024219557,0.0005872694,0.000008817011,0.00037265875,0.00016918311,0.00026628198],"category_scores_gemma":[0.00007476732,0.0001035486,0.00010625184,0.001027817,0.000027950822,0.0000705239,0.000033947574,0.001051257,0.0007574329],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071298986,0.00023302228,0.6933701,0.00009724004,0.0000038755015,0.0000026814362,0.002619875,6.541819e-7,0.0000010645723,0.021578835,0.2759607,0.0060606636],"study_design_scores_gemma":[0.0007788503,0.000052448926,0.781153,0.00008655143,0.0000066155026,0.0000031237091,0.008925425,0.0000044840804,2.450045e-7,0.00836389,0.20048945,0.00013592817],"about_ca_topic_score_codex":0.00033343933,"about_ca_topic_score_gemma":0.0028802722,"teacher_disagreement_score":0.1934085,"about_ca_system_score_codex":0.000031005064,"about_ca_system_score_gemma":0.00031183925,"threshold_uncertainty_score":0.97355205},"labels":[],"label_agreement":null},{"id":"W4248032385","doi":"10.3928/00485713-20060901-06","title":"Psychiatry in the News","year":2006,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Film in Education and Therapy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Psychology; Medicine","score_opus":0.06808677661319369,"score_gpt":0.460322286174469,"score_spread":0.39223550956127534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248032385","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26516065,0.0036067516,0.00019120381,0.22142468,0.006912656,0.00090457505,0.000008354296,0.000097178,0.5016939],"genre_scores_gemma":[0.9135257,0.00035123492,0.0017896371,0.068651535,0.0049933875,0.00028264272,0.000027151473,0.00003203032,0.010346689],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981838,0.0005075814,0.00049271144,0.00019721601,0.00020119213,0.0004175003],"domain_scores_gemma":[0.9991571,0.00019345061,0.0001639819,0.00039252322,0.000052468982,0.00004052344],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00081584335,0.00011791035,0.00013761071,0.0001684329,0.00039876776,0.000011988574,0.0003092786,0.00012041721,0.0012245578],"category_scores_gemma":[0.000023935525,0.000077751276,0.00007813947,0.0008110214,0.000025499461,0.00006207021,0.000011759641,0.00047534244,0.0012069601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014730489,0.00019395434,0.37525004,0.000016355556,0.0000024609997,2.2109835e-7,0.0009101649,0.0000028908662,9.5003395e-7,0.07754637,0.545422,0.0006398643],"study_design_scores_gemma":[0.00045692772,0.0000251911,0.42767945,0.000012739249,0.0000038125377,0.0000011378519,0.0038471764,0.000008818752,2.2226638e-7,0.06264427,0.50522804,0.00009221868],"about_ca_topic_score_codex":0.001182095,"about_ca_topic_score_gemma":0.0016206909,"teacher_disagreement_score":0.648365,"about_ca_system_score_codex":0.000017843275,"about_ca_system_score_gemma":0.0002602173,"threshold_uncertainty_score":0.99968845},"labels":[],"label_agreement":null},{"id":"W4320895149","doi":"10.3928/00485713-20230119-02","title":"Antidepressants in Bipolar Depression: Still Controversial After All These Years","year":2023,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manning Diversified Forest Products (Canada)","funders":"","keywords":"Depression (economics); Psychiatry; Medicine; Bipolar disorder; Psychology; Lithium (medication); Keynesian economics; Economics","score_opus":0.027873483437608364,"score_gpt":0.32028685843334476,"score_spread":0.2924133749957364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320895149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579718,0.03846291,0.000016135695,0.0015637679,0.00038393348,0.00044905275,0.00005093266,0.00013576787,0.0009656736],"genre_scores_gemma":[0.9951299,0.0031434433,0.00011367563,0.0007783894,0.0001878766,0.00004713437,0.00003262192,0.000029192968,0.00053780613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998651,0.00005586768,0.0002468002,0.0003354861,0.0002974663,0.0004133344],"domain_scores_gemma":[0.9993661,0.00005615053,0.00005409802,0.00033038636,0.000031318792,0.00016195385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019649252,0.00016588923,0.000289789,0.00034728367,0.0000113884735,0.000016559234,0.00009228145,0.00011407766,0.00025720353],"category_scores_gemma":[0.00004032532,0.00013640993,0.00015400203,0.00061852037,0.000030551884,0.000078439196,0.00005255522,0.0001787866,0.0005829641],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005123845,0.0003268676,0.97472787,0.0000308179,0.00011254437,0.00016031358,0.00079647446,0.0000046056994,0.00003967305,0.0000182582,0.003373928,0.019896252],"study_design_scores_gemma":[0.0024751471,0.00010915188,0.87502474,0.000030012829,0.0000836052,0.000016758437,0.000045571236,0.0000689504,0.000034998553,0.00027732272,0.12171125,0.00012249275],"about_ca_topic_score_codex":0.00026998535,"about_ca_topic_score_gemma":0.00015685569,"teacher_disagreement_score":0.11833732,"about_ca_system_score_codex":0.000016634935,"about_ca_system_score_gemma":0.000047768724,"threshold_uncertainty_score":0.74930185},"labels":[],"label_agreement":null},{"id":"W4379984413","doi":"10.3928/00485713-20230506-01","title":"Effects of Heat Treatment On Dysmenorrhea and Its Mental Health Outcomes: A Randomized Clinical Trial","year":2023,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Visual analogue scale; Randomized controlled trial; Menstruation; Anxiety; McGill Pain Questionnaire; Depression (economics); Menstrual cycle; DASS; Physical therapy; Internal medicine; Clinical trial; Abdominal pain; Psychiatry; Hormone","score_opus":0.0953567652452365,"score_gpt":0.4725795463032895,"score_spread":0.377222781058053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379984413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9605342,0.0050977035,0.000010865394,0.026147766,0.0015991026,0.005650878,0.000027268004,0.00008778677,0.00084444083],"genre_scores_gemma":[0.96801823,0.02161988,0.0001764403,0.008144517,0.00039323373,0.00027124837,0.000073603966,0.000033939752,0.001268913],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9972481,0.0005766478,0.0010527333,0.00036065993,0.00032782645,0.00043399847],"domain_scores_gemma":[0.9975301,0.0014879357,0.00020945894,0.00019632725,0.00003537327,0.0005407921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018288093,0.00022483277,0.0015326408,0.0002824663,0.00011151217,0.000005610339,0.00004549326,0.00010740164,0.00003251435],"category_scores_gemma":[0.00052893645,0.00014630229,0.00038714445,0.0003904297,0.0000604658,0.000022697806,0.000016560867,0.0001297675,0.000084158164],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93076247,0.002914157,0.0068739825,0.001302452,0.00042113554,0.000012235741,0.00080668816,0.000001523026,0.0000033965664,0.0007125108,0.0223734,0.033816066],"study_design_scores_gemma":[0.9719782,0.015513752,0.008778804,0.000111915,0.00015603476,0.0000060045154,0.00012586899,0.00043241825,0.000021167745,0.00025712894,0.0024782058,0.00014052111],"about_ca_topic_score_codex":0.00011085032,"about_ca_topic_score_gemma":0.000006018622,"teacher_disagreement_score":0.041215725,"about_ca_system_score_codex":0.000034592013,"about_ca_system_score_gemma":0.0003120689,"threshold_uncertainty_score":0.59660345},"labels":[],"label_agreement":null}]}