{"id":"W4244975460","doi":"10.24124/2020/59106","title":"Rehospitalization risk factors for mental health and substance use in Northern British Columbia","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Northern British Columbia; Douglas College; University of British Columbia","funders":"","keywords":"Indigenous; Medicine; Mental health; ICD-10; Socioeconomic status; Psychiatry; Demography; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000429206,0.000355712,0.0004387761,0.001290193,0.002608805,0.001176852,0.001054641,0.0003424908,0.002276312],"category_scores_gemma":[0.001647877,0.0003577175,0.000382922,0.002920754,0.0004838758,0.0002153722,0.0009327031,0.00068346,0.0002948846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01571976,"about_ca_system_score_gemma":0.01545278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913877,"about_ca_topic_score_gemma":0.996031,"domain_scores_codex":[0.9993989,0.00006765095,0.00005687759,0.00008243503,0.000174951,0.0002192671],"domain_scores_gemma":[0.998275,0.0001149027,0.0002715736,0.00005841858,0.0007917648,0.0004883297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004972588,0.00007522044,0.9917876,0.00003186219,0.00004151849,0.0002069244,0.0007918602,0.0001294202,0.0001890409,0.00003335265,0.001799193,0.00486417],"study_design_scores_gemma":[0.000004513962,0.00001233701,0.9976377,0.00002893434,0.00001068579,0.00007025907,0.001557479,0.0002119703,0.00002870528,0.0000110381,0.0004183096,0.000008119778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960589,0.0003475138,0.00003853039,0.0001686364,0.00001019678,0.0000311413,0.001804419,0.000009273364,0.001531433],"genre_scores_gemma":[0.9973459,0.0002982048,0.00008344643,0.00009345663,0.000005229861,0.00002301483,0.001156141,0.000003511249,0.0009910851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01571976,"threshold_uncertainty_score":0.1140554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579764175099027,"score_gpt":0.2766761061662613,"score_spread":0.260878464415271,"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."}}