{"id":"W4237708525","doi":"10.32920/14637417.v1","title":"Wait times for publicly funded addiction and problem gambling treatment agencies in Ontario, Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Centre for Addiction and Mental Health; University of Toronto","funders":"Centre for Addiction and Mental Health","keywords":"Addiction; Psychological intervention; Addiction treatment; Substance use; Service (business); Psychology; Business; Psychiatry; Marketing","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":[0.001152911,0.0001754057,0.0002925539,0.001278759,0.003845271,0.001552593,0.0009553928,0.0003970738,0.007143905],"category_scores_gemma":[0.006721951,0.0002620858,0.0003578458,0.002299699,0.0006891996,0.0006869877,0.001202336,0.001078386,0.0003902555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04556822,"about_ca_system_score_gemma":0.04965688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.974132,"about_ca_topic_score_gemma":0.9900612,"domain_scores_codex":[0.9976034,0.0002157774,0.0001372358,0.0001513246,0.0009893278,0.0009029951],"domain_scores_gemma":[0.9930815,0.0006831955,0.001761234,0.00008940132,0.001912484,0.002472251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006558286,0.0004312554,0.8388133,0.0004360211,0.00007568887,0.0002974109,0.01462245,0.0006781126,0.0005967886,0.002881482,0.02242833,0.1180833],"study_design_scores_gemma":[0.00002304208,0.0001078903,0.979955,0.0001544328,0.00002587357,0.000106489,0.009892738,0.0005282088,0.0001208579,0.0002434937,0.008813603,0.00002841355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755061,0.002591323,0.0005007078,0.003049808,0.00006062324,0.0002262748,0.004386981,0.00005853222,0.01361964],"genre_scores_gemma":[0.9917347,0.0008090231,0.0006856794,0.00032953,0.00001439259,0.000119432,0.00132045,0.0000194883,0.004967209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04556822,"threshold_uncertainty_score":0.3306221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1401242066233186,"score_gpt":0.3514731354627558,"score_spread":0.2113489288394372,"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."}}