{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"1d82acd273fc","filters":{"venue":"Sleep research."}},"results":[{"id":"W4409099719","doi":"10.1002/slp2.70002","title":"Exploring the link between smartphone use and sleep quality: A systematic review","year":2025,"lang":"en","type":"review","venue":"Sleep research.","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Link (geometry); Sleep quality; Quality (philosophy); Sleep (system call); Psychology; Computer science; Computer network; Neuroscience; Cognition","authors":[{"name":"Mukesh Kumar","is_ca":false},{"name":"Om Raj Katoch","is_ca":false},{"name":"Naresh Kumar","is_ca":false},{"name":"Shallu Sehgal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5029604283240349,"gpt":0.5109335200850467,"spread":0.007973091761011797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007722417,0.001640977,0.007717069,0.006807706,0.0006496958,0.002771416,0.00146983,0.001848196,0.004239004],"category_scores_gemma":[0.03563915,0.001006554,0.00925853,0.007683618,0.0007783073,0.002062636,0.001439336,0.001288914,0.0002728511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00264603,"about_ca_system_score_gemma":0.01096716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008620718,"about_ca_topic_score_gemma":0.02511838,"domain_scores_codex":[0.9938152,0.002243493,0.002203317,0.0005360721,0.001002623,0.0001992364],"domain_scores_gemma":[0.9767365,0.01788952,0.003045063,0.0003114594,0.001829208,0.000188284],"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":[0.0001294148,0.00001768083,0.001119935,0.9550588,0.01346815,0.00006910801,0.0001541827,0.0000870135,0.0001073361,0.0001601579,0.0006773397,0.02895095],"study_design_scores_gemma":[0.0002007916,0.0003166676,0.007014665,0.8274248,0.1500583,0.0003842779,0.0003734595,0.0001465842,0.0002077178,0.000321286,0.01350455,0.00004687941],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001257974,0.997615,0.0001647528,0.0001663853,0.00008712096,0.0002805824,0.0002458261,0.000006308794,0.0001761672],"genre_scores_gemma":[0.01665508,0.9814839,0.0006169521,0.0003389164,0.00007066727,0.0005791505,0.000160989,0.00000428571,0.00009010312],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008620718,"threshold_uncertainty_score":0.04084057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405561094","doi":"10.1002/slp2.14","title":"Unveiling the subconscious: How sexual dreams reflect and intensify mental problems","year":2024,"lang":"en","type":"article","venue":"Sleep research.","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut du Savoir Montfort","funders":"","keywords":"Dream; Mental health; Anxiety; Psychology; Clinical psychology; Association (psychology); Psychiatry; Psychotherapist","authors":[{"name":"Emmanuel E. Egom","is_ca":true},{"name":"Teko Blaise Mbah","is_ca":false},{"name":"Suzanne Adolphine Soppi Ebango","is_ca":false},{"name":"Bernadette Sandrine Lema","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1689615366307157,"gpt":0.3957537172768036,"spread":0.2267921806460879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00117216,0.0002696992,0.0002156085,0.0008800837,0.000593213,0.002118468,0.0003319121,0.0005048155,0.002338969],"category_scores_gemma":[0.006144279,0.0002344396,0.0004099524,0.0005354599,0.001754049,0.001788504,0.001454179,0.0008424766,0.0001801807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006398948,"about_ca_system_score_gemma":0.0005547397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00313815,"about_ca_topic_score_gemma":0.006535242,"domain_scores_codex":[0.9993047,0.0004202206,0.00004200944,0.00006613054,0.0001021747,0.00006478056],"domain_scores_gemma":[0.9975402,0.001126728,0.0007100914,0.0002306759,0.0002558902,0.000136473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006160909,0.0001815128,0.5971678,0.001900172,0.0007478462,0.002625332,0.1351951,0.0007443515,0.0095947,0.008256773,0.009017419,0.2339529],"study_design_scores_gemma":[0.00002486569,0.0001895723,0.8340375,0.0009174232,0.0001370701,0.006932915,0.1314674,0.0008479572,0.001235788,0.01015301,0.01394753,0.0001088825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588208,0.0128675,0.005647253,0.003803475,0.000205397,0.00007735298,0.000475636,0.00005093394,0.01805169],"genre_scores_gemma":[0.9942082,0.00272888,0.001540415,0.0004124154,0.00004318344,0.000021418,0.0001129584,0.00001163938,0.0009208594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00313815,"threshold_uncertainty_score":0.007824659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413205300","doi":"10.1002/slp2.70011","title":"The relationship between subjective sleep disturbances and illness insight in individuals with alcohol‐related cognitive disorders","year":2025,"lang":"en","type":"article","venue":"Sleep research.","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dysfunctional family; Cognition; Sleep (system call); Clinical psychology; Psychiatry; Psychology; Sleep disorder; Addiction; Insomnia; Alcohol use disorder; Alcohol","authors":[{"name":"Louise Pilon","is_ca":false},{"name":"Nikita L. Frankenmolen","is_ca":false},{"name":"Gwenny T. L. Janssen","is_ca":false},{"name":"Dirk Bertens","is_ca":false},{"name":"Roy P. C. Kessels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03925292353095038,"gpt":0.3688238967917246,"spread":0.3295709732607742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006781006,0.0001992855,0.0002100014,0.000786261,0.0003213725,0.0005557312,0.0001791279,0.0002703319,0.001800866],"category_scores_gemma":[0.003719137,0.0001519172,0.0003207628,0.0004452439,0.0002712115,0.0002995229,0.0005792384,0.000488557,0.0001092401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260451,"about_ca_system_score_gemma":0.0001945668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00449896,"about_ca_topic_score_gemma":0.009549111,"domain_scores_codex":[0.9996648,0.00009312142,0.00005223244,0.00002963599,0.0001008642,0.00005940064],"domain_scores_gemma":[0.9974095,0.0005703931,0.001291084,0.00006163418,0.0003041093,0.0003631586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005787232,0.00004298893,0.9985614,0.000008073815,0.00003902639,0.00002513016,0.0001403783,0.0000179809,0.00009505775,0.00000844757,0.00002193397,0.0009816682],"study_design_scores_gemma":[0.000001668341,0.00004744299,0.9995877,0.000003149554,0.000005870695,0.00005818289,0.0001866092,0.00006471992,0.00001301685,0.000009345296,0.00002096737,0.0000012326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994331,0.00012525,0.00003209807,0.00002488571,0.000002578588,0.000005812993,0.00005900339,7.978134e-7,0.0003163524],"genre_scores_gemma":[0.9997483,0.00004298875,0.00003713174,0.00001278431,0.000002765389,0.00000292914,0.00005947754,2.831741e-7,0.00009336307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00449896,"threshold_uncertainty_score":0.008945525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}