{"id":"W2107737120","doi":"10.1186/1475-9276-11-20","title":"Comprehensive determinants of health service utilisation for mental health reasons in a canadian catchment area","year":2012,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Douglas College; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Victimisation; Public health; Biostatistics; Environmental health; Population; Medicine; Gerontology; Suicide prevention; Poison control; Psychology; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007021005,0.0003334771,0.0003455039,0.001876797,0.002992032,0.001335812,0.001225734,0.0004430345,0.002595528],"category_scores_gemma":[0.002301093,0.000240672,0.0006885323,0.004210285,0.0008315413,0.0003651083,0.00126983,0.0005486029,0.0001604376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01464343,"about_ca_system_score_gemma":0.02093867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897843,"about_ca_topic_score_gemma":0.9929876,"domain_scores_codex":[0.9990845,0.00007356311,0.00004913856,0.000114166,0.0003307817,0.0003478143],"domain_scores_gemma":[0.9986155,0.00009101735,0.0002936435,0.00004301828,0.0004377787,0.0005189928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003148122,0.00003687632,0.993648,0.00005103172,0.00004388967,0.00009981573,0.00090024,0.00008755724,0.0001463871,0.00009234924,0.001049194,0.00381315],"study_design_scores_gemma":[0.000003763336,0.00001565997,0.9975123,0.00003700018,0.00001404964,0.00005394462,0.00148033,0.0001490496,0.00001511677,0.00002466994,0.0006871245,0.00000696291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948186,0.0005131596,0.00009061225,0.00040175,0.00001138398,0.00009433458,0.002288135,0.000008082546,0.001773986],"genre_scores_gemma":[0.9988729,0.0002353348,0.0001022602,0.00006037895,0.000004211508,0.00001797403,0.0005213986,0.000001678518,0.0001838519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01464343,"threshold_uncertainty_score":0.106246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2687173086451445,"score_gpt":0.5657138988843472,"score_spread":0.2969965902392027,"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."}}