{"id":"W4407285926","doi":"10.1093/jcag/gwae059.116","title":"A116 PROMOTING ALCOHOL CESSATION IN THE INPATIENT GASTROENTEROLOGY WARD","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Alcohol; Family medicine; Emergency medicine; Internal medicine; General surgery","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":[0.001923026,0.000282288,0.0001981759,0.0007399713,0.002139298,0.000991615,0.0008352383,0.0005386208,0.005254067],"category_scores_gemma":[0.005295124,0.0003745515,0.0003710169,0.0004675479,0.0005295009,0.0006496336,0.002683177,0.0008861582,0.0007419625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002490207,"about_ca_system_score_gemma":0.01068898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00980651,"about_ca_topic_score_gemma":0.02521219,"domain_scores_codex":[0.9984965,0.0006340528,0.0000942358,0.0001089394,0.0002070557,0.0004591027],"domain_scores_gemma":[0.99038,0.0008459873,0.001127099,0.0002080985,0.0007876668,0.006650986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007484574,0.01225316,0.6743117,0.0008207506,0.00005565514,0.001721193,0.007139862,0.0004374514,0.004558719,0.00026407,0.01981554,0.2778735],"study_design_scores_gemma":[0.0002715802,0.008490068,0.9554434,0.0005814476,0.00005911191,0.0006356275,0.01851139,0.0009685684,0.001284483,0.0001658768,0.01353998,0.00004852902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911454,0.0002887228,0.0004393923,0.003166071,0.00008135214,0.0008021423,0.0001141302,0.00009513905,0.003867523],"genre_scores_gemma":[0.9892139,0.0008185059,0.005081761,0.001468464,0.0001374964,0.000719355,0.0002520347,0.00001337974,0.00229517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00980651,"threshold_uncertainty_score":0.01949888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382211514064656,"score_gpt":0.2919110505394999,"score_spread":0.2780889353988534,"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."}}