{"id":"W6902218306","doi":"10.6084/m9.figshare.19581923","title":"Additional file 1 of The relationship between outpatient service use and emergency department visits among people treated for mental and substance use disorders: analysis of population-based administrative data in British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia; BC Centre for Disease Control; Simon Fraser University; Dalhousie University","funders":"","keywords":"Emergency department; Substance use; Service (business); Data collection; Outpatient clinic; Mental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001014486,0.0006202848,0.001147332,0.003251451,0.001745584,0.001171413,0.00155365,0.0006668911,0.5126863],"category_scores_gemma":[0.01992476,0.0005608607,0.0008734381,0.008544165,0.0003432167,0.0009196136,0.0007675421,0.000940363,0.02228448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005843475,"about_ca_system_score_gemma":0.01338346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7543159,"about_ca_topic_score_gemma":0.795461,"domain_scores_codex":[0.9990541,0.0001097163,0.0001657701,0.0001740147,0.000265144,0.0002312202],"domain_scores_gemma":[0.9834746,0.007284277,0.001754854,0.0007669762,0.005993539,0.0007258684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001707996,0.00008524248,0.02370762,0.001258962,0.00007961386,0.00005857083,0.000136269,0.0004657956,0.00003808475,0.0005867702,0.9687628,0.004649506],"study_design_scores_gemma":[0.004729142,0.0002344388,0.5033593,0.00592669,0.0004303234,0.0005427576,0.002395041,0.003553107,0.0005157523,0.003003059,0.475095,0.0002155595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0005518372,0.00001463617,0.00003527812,0.00004324048,0.000006752805,0.00004574132,0.9986595,0.00001716038,0.0006257994],"genre_scores_gemma":[0.02716028,0.0002393281,0.001168721,0.0002778867,0.00006100764,0.001252434,0.9602062,0.00009279427,0.009541331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5126863,"threshold_uncertainty_score":0.6950939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07887993103810824,"score_gpt":0.3040489238469091,"score_spread":0.2251689928088009,"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."}}