{"id":"W2053372924","doi":"10.1016/j.schres.2010.02.424","title":"SOCIO‐DEMOGRAPHIC CHARACTERISTICS AND INITIAL TREATMENT DECISIONS FOR PATIENTS WITH SCHIZOPHRENIA AT RISK OF TREATMENT NON-ADHERENCE","year":2010,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Eli Lilly (Canada); Memorial University of Newfoundland","funders":"","keywords":"Schizophrenia (object-oriented programming); Medicine; Psychiatry; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004390345,0.0001473496,0.0002956959,0.0005347303,0.0007165901,0.0006536912,0.0001774085,0.0006102427,0.004144822],"category_scores_gemma":[0.004423568,0.0001898245,0.0007232798,0.0005184799,0.0002357118,0.0005748604,0.0003301181,0.001073621,0.0002673597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005798438,"about_ca_system_score_gemma":0.0008037178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008131674,"about_ca_topic_score_gemma":0.0143389,"domain_scores_codex":[0.9997099,0.00008400531,0.00004521309,0.00002280257,0.00004166401,0.0000963916],"domain_scores_gemma":[0.9967018,0.001078217,0.001170448,0.00005179659,0.0001253649,0.0008724036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006107172,0.0002283662,0.9963308,0.000009539753,0.00004857701,0.0001542407,0.0001452798,0.00007595748,0.0001063243,0.00003261648,0.0001346698,0.002122944],"study_design_scores_gemma":[0.00002461345,0.0002154581,0.998508,0.00001129547,0.00003150237,0.0001954007,0.000560941,0.0002692466,0.00003510498,0.00006832389,0.00007263814,0.000007470975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991874,0.0001183078,0.00001116096,0.0001657808,0.000004716188,0.00000448556,0.0000907912,0.000001065136,0.0004162095],"genre_scores_gemma":[0.9996778,0.00005300045,0.00001890366,0.00004156968,0.000005846299,0.000002532308,0.00008108199,5.760369e-7,0.0001186773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008131674,"threshold_uncertainty_score":0.01616871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06407031480711478,"score_gpt":0.4099280861431353,"score_spread":0.3458577713360205,"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."}}