{"id":"W2130794914","doi":"10.1521/psyc.2007.70.3.252","title":"Mental Health Reform Not Always Beneficial","year":2007,"lang":"en","type":"article","venue":"Psychiatry","topic":"Medical History and Research","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Ideology; Nothing; Politics; Mental health; Psychology; Psychiatry; Positive economics; Sociology; Political science; Epistemology; Law; Economics; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006118071,0.00008147747,0.0001160921,0.00007655147,0.0007040394,0.00002396138,0.0001394573,0.00003770256,0.003716929],"category_scores_gemma":[0.000004594786,0.00006130746,0.00006336319,0.00002512827,0.0001872977,0.00006143981,0.0000255308,0.0002219294,0.0004027444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280139,"about_ca_system_score_gemma":0.000124001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004384219,"about_ca_topic_score_gemma":0.008170491,"domain_scores_codex":[0.9989247,0.00001779035,0.000225942,0.0001473687,0.0003286695,0.0003555521],"domain_scores_gemma":[0.9995862,0.00001168713,0.0000478607,0.0001349628,0.00002137967,0.0001978653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001665227,0.0002785915,0.0003646809,0.00009599495,0.00002052669,0.000002476498,0.01704826,6.580049e-8,0.00001246276,0.7713193,0.1925177,0.01817341],"study_design_scores_gemma":[0.0002721117,0.000158006,0.0006007259,0.00002353424,0.000001768719,0.000002452718,0.003578972,0.000002948992,0.0000100737,0.001017124,0.9942439,0.0000883727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09889206,0.002125792,0.00006144263,0.03906656,0.01456735,0.0002944786,0.00007228376,0.000154379,0.8447657],"genre_scores_gemma":[0.934947,0.0001046143,0.0004141119,0.01226334,0.009828735,0.000006816067,0.00006521577,0.00003339077,0.04233684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8360549,"threshold_uncertainty_score":0.9971938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0416236973816544,"score_gpt":0.3035288744891377,"score_spread":0.2619051771074833,"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."}}