{"id":"W3168147165","doi":"10.1097/cxa.0000000000000113","title":"Modernizing Withdrawal Management Services","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; British Columbia Centre on Substance Use","funders":"","keywords":"Medicine; Biopsychosocial model; Psychological intervention; Psychosocial; Psychiatry; Narrative review; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003322906,0.0005540675,0.0004456379,0.002143452,0.001823898,0.003156328,0.002060635,0.002333962,0.03801358],"category_scores_gemma":[0.01016419,0.0003048541,0.001338874,0.001316832,0.001108194,0.003657486,0.007454668,0.004933114,0.005019542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004151674,"about_ca_system_score_gemma":0.01602697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009048575,"about_ca_topic_score_gemma":0.0152097,"domain_scores_codex":[0.9968728,0.001401422,0.0002975397,0.0002253431,0.0006890659,0.0005138152],"domain_scores_gemma":[0.9922462,0.002031569,0.0009088907,0.0002848891,0.00212374,0.002404799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006326295,0.0002916975,0.003559961,0.00396842,0.00009674925,0.001039215,0.002505028,0.000270888,0.0006736403,0.02165095,0.2414378,0.7244424],"study_design_scores_gemma":[0.00008987261,0.0001280191,0.00847588,0.01540206,0.00007132531,0.0009480214,0.003599623,0.0003222618,0.0002231257,0.01493984,0.9557554,0.00004453729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01635811,0.2472135,0.01671198,0.527573,0.01030995,0.0008819958,0.0009797594,0.001077814,0.1788939],"genre_scores_gemma":[0.2421193,0.4684018,0.04899131,0.1585956,0.01612396,0.001831271,0.002427039,0.0004838101,0.06102598],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03801358,"threshold_uncertainty_score":0.1271681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129673717452944,"score_gpt":0.2332537716170735,"score_spread":0.2202863998717791,"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."}}