{"id":"W2464481495","doi":"10.1159/000468320","title":"Use of Psychotropics in the World","year":2017,"lang":"en","type":"article","venue":"International Pharmacopsychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Mania; Psychiatry; Chlorpromazine; Depression (economics); Schizophrenia (object-oriented programming); Psychotropic drug; Imipramine; Lithium (medication); Diazepam; Drug; Bipolar disorder; Alternative medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001056263,0.00006780356,0.00009195602,0.0001303053,0.00006142876,0.00005357793,0.0003428913,0.00001607782,0.000359743],"category_scores_gemma":[0.00005487961,0.00004365018,0.00007783686,0.0000534371,0.00006627163,0.0001407721,0.00003437846,0.0001728326,0.00003448132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003312265,"about_ca_system_score_gemma":0.00006599364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001768622,"about_ca_topic_score_gemma":0.0006011537,"domain_scores_codex":[0.9992257,0.00002410674,0.0001602031,0.0001168747,0.0003652643,0.0001078233],"domain_scores_gemma":[0.9994066,0.00005598759,0.00008820186,0.0003358266,0.00006586091,0.00004746558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005033243,0.0009853687,0.9289755,0.00002187373,0.0002590068,0.000112312,0.00007886819,0.000006022884,0.00089885,0.01789115,0.02186287,0.0238749],"study_design_scores_gemma":[0.003670175,0.00006062176,0.9651621,0.00006907935,0.00002772557,0.00003466997,0.00001671673,0.0002750992,0.0008240698,0.001846514,0.0279644,0.00004882463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93016,0.0001415125,0.00001555075,0.05189913,0.001284465,0.0002613764,0.00002661271,0.000009527717,0.01620183],"genre_scores_gemma":[0.9941307,0.0001007398,0.002914045,0.0008715267,0.0003774636,0.00002176057,0.00001264814,0.000006745012,0.001564408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06397066,"threshold_uncertainty_score":0.3938934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08956356919489512,"score_gpt":0.429160743514185,"score_spread":0.3395971743192899,"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."}}