{"id":"W2784037245","doi":"10.1192/s1749367600007360","title":"The American Psychiatric Association","year":2005,"lang":"en","type":"article","venue":"International Psychiatry","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Specialty; Psychiatry; Mental health; Association (psychology); Medicine; Globe; Psychiatric epidemiology; Substance use; Mental illness; Family medicine; Psychology; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002679725,0.001074322,0.001108848,0.003753088,0.002508283,0.003533241,0.001679152,0.003357828,0.3077349],"category_scores_gemma":[0.01454873,0.0003945826,0.0006230664,0.003989535,0.001022088,0.002063944,0.002803819,0.004969309,0.2169724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002479551,"about_ca_system_score_gemma":0.01350707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01608991,"about_ca_topic_score_gemma":0.0213155,"domain_scores_codex":[0.9957528,0.0006188246,0.0003998538,0.0004613411,0.00215609,0.0006109837],"domain_scores_gemma":[0.9836946,0.001303101,0.001222551,0.001154555,0.009791587,0.002833753],"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":[0.00001780496,0.00005149029,0.0009867457,0.0001488265,0.00001020338,0.00004582012,0.00002945499,0.0000196305,0.00003504207,0.001584687,0.9122491,0.08482111],"study_design_scores_gemma":[0.00002518491,0.0000238237,0.003703103,0.0004603844,0.000008986627,0.0002257874,0.00006963949,0.00003261212,0.00001708146,0.00117721,0.9942442,0.00001200747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001176253,0.02479543,0.001449447,0.03990174,0.01383557,0.0007915901,0.01273471,0.001062814,0.9042525],"genre_scores_gemma":[0.01948009,0.08474324,0.00445998,0.03400824,0.007607874,0.002322523,0.03054254,0.0004801239,0.8163554],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3077349,"threshold_uncertainty_score":0.9874322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845097201692306,"score_gpt":0.4311495454391462,"score_spread":0.4126985734222231,"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."}}