{"id":"W4386145397","doi":"10.22259/2638-4787.0401002","title":"Community Medicine, Mental Illness and Social Control","year":2021,"lang":"en","type":"article","venue":"Archives of Community and Family Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mental illness; Psychiatry; Psychology; Medicine; Mental health","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":[0.002929033,0.0003336654,0.0003512067,0.00192683,0.007271336,0.007277552,0.00104271,0.002811283,0.004877336],"category_scores_gemma":[0.004029202,0.0001150588,0.0002088495,0.001569067,0.04944259,0.002537167,0.008579346,0.002394607,0.0001626047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007148327,"about_ca_system_score_gemma":0.008734982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01652052,"about_ca_topic_score_gemma":0.02181305,"domain_scores_codex":[0.9963583,0.002194232,0.0000757222,0.0002383238,0.0004671959,0.0006661771],"domain_scores_gemma":[0.9970035,0.001170016,0.0004140772,0.0001338981,0.0001868875,0.001091644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001596572,0.00007234005,0.001913861,0.0001169007,0.00001429472,0.0002784528,0.02956792,0.0002822569,0.00008123016,0.9329388,0.005476574,0.02924136],"study_design_scores_gemma":[0.00004949405,0.0001362025,0.006398733,0.0008916201,0.0000141558,0.0005779098,0.06007194,0.0004979524,0.0001148666,0.7264541,0.2047487,0.00004427902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.158323,0.06449702,0.00365351,0.2977534,0.001740152,0.00009339625,0.00003899927,0.00007551603,0.473825],"genre_scores_gemma":[0.9795609,0.007864348,0.0003158733,0.005967859,0.0007356914,0.00003154842,0.00001326523,0.000008299857,0.005502192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01652052,"threshold_uncertainty_score":0.05186498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0770691461261587,"score_gpt":0.388193152664941,"score_spread":0.3111240065387824,"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."}}