{"id":"W4410311075","doi":"10.1027/00668-000","title":"Clinical Handbook of Psychotropic Drugs","year":2025,"lang":"en","type":"book","venue":"Hogrefe Publishing eBooks","topic":"Treatment of Major Depression","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychotropic drug; Medicine; Psychotropic Agent; Psychology; Psychiatry; Drug","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006724328,0.0005567363,0.001556403,0.0006763309,0.00008318036,0.0002564907,0.0005912473,0.001426825,0.0002415359],"category_scores_gemma":[0.0005074837,0.000465846,0.0008533988,0.00007152996,0.0003017039,0.0002509849,0.0003251736,0.001738579,0.00005461916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707979,"about_ca_system_score_gemma":0.001773658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002311719,"about_ca_topic_score_gemma":0.000007484896,"domain_scores_codex":[0.996101,0.0001396051,0.001335777,0.0009267797,0.001054066,0.0004427209],"domain_scores_gemma":[0.9963183,0.0005418441,0.0008024323,0.001573776,0.0004259421,0.0003377468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003605512,0.0002232198,0.003603843,0.0009344312,0.0007824561,0.00007546808,0.0001445933,9.380511e-8,0.00003713003,0.001376712,0.784334,0.2081275],"study_design_scores_gemma":[0.005581372,0.0005011901,0.003401691,0.01196375,0.001458872,0.00002252005,0.00001669268,0.000005033365,0.0003517364,0.003800564,0.972467,0.0004295954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006331154,0.003726294,0.0001052472,0.0005914266,0.001613192,0.0009715305,0.00009702026,0.0003160355,0.9919462],"genre_scores_gemma":[0.001528105,0.0002496851,0.003792813,0.0009656902,0.001076297,0.00005347602,0.0004773408,0.0001118865,0.9917447],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2076979,"threshold_uncertainty_score":0.9998695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03684002118450503,"score_gpt":0.3380878808842443,"score_spread":0.3012478596997393,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}