{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000198268,0.00005453842,0.0001014874,0.0001065743,0.0001966125,0.00003904386,0.00007017139,0.00002806658,0.0001517081],"category_scores_gemma":[0.000009539433,0.00003625501,0.00005748461,0.0001589724,0.00003250571,0.00008412229,0.000006836154,0.000162191,0.00001694162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081053,"about_ca_system_score_gemma":0.0003523962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510662,"about_ca_topic_score_gemma":0.01366427,"domain_scores_codex":[0.9994504,0.00002509796,0.0001588493,0.0000565778,0.0001741714,0.0001348558],"domain_scores_gemma":[0.999423,0.000008689761,0.00008665331,0.0001249447,0.0001598145,0.0001968691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001943674,0.0006530065,0.1858132,0.002049047,0.00733478,0.05723106,0.04673366,0.009652771,0.01030657,0.1013781,0.1111045,0.4657996],"study_design_scores_gemma":[0.007032135,0.001106558,0.5725887,0.001934073,0.003149616,0.03603921,0.0101088,0.004900137,0.006344539,0.003626548,0.3526324,0.0005371804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9373878,0.003178976,0.0004573919,0.005761267,0.0008607063,0.0001038495,0.000007083954,0.000009869899,0.05223304],"genre_scores_gemma":[0.9978258,0.00005614587,0.0001982121,0.0005844634,0.0002451303,5.838869e-7,0.000005889173,0.000007343397,0.001076407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4652625,"threshold_uncertainty_score":0.7624982,"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."}}