{"id":"W4212975144","doi":"10.1093/jcag/gwab049.087","title":"A88 UNDERSTANDING NURSE PERCEPTIONS OF CARING FOR PATIENTS WITH ALCOHOL USE DISORDER: A CROSS-SECTIONAL STUDY","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Medicine; Alcohol use disorder; Referral; Cross-sectional study; Intervention (counseling); Family medicine; Nursing; Health care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001507461,0.00007063286,0.0003290202,0.000301563,0.0003548072,0.00001412235,0.0001152269,0.00005301732,0.0000466743],"category_scores_gemma":[0.0003785613,0.00005456161,0.0001398807,0.0001419793,0.00003342822,0.00008386052,0.00001532808,0.000327506,9.326475e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004053915,"about_ca_system_score_gemma":0.001427499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03081238,"about_ca_topic_score_gemma":0.3689435,"domain_scores_codex":[0.9980851,0.0003953298,0.0006675473,0.00008966051,0.0004934023,0.0002689659],"domain_scores_gemma":[0.9977129,0.0001131339,0.00116705,0.0001181082,0.0006769365,0.000211946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005059538,0.0002385629,0.9971805,0.00002868117,0.0002133619,0.000001179231,0.0008898336,0.0002820086,0.00000303836,0.00006209272,0.000578429,0.00001635723],"study_design_scores_gemma":[0.004282605,0.003996268,0.9891632,0.00002179074,0.00005649963,0.00003131857,0.00189655,0.00003638403,7.468704e-8,0.00001778248,0.0004739034,0.00002365763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943797,0.000001943473,0.0001413531,0.00401404,0.0005480925,0.0006385157,0.0002531672,0.000001878247,0.0000213302],"genre_scores_gemma":[0.9992779,7.78303e-7,0.00007641399,0.0003922969,0.00007560674,0.00001345332,0.00001236221,0.0000118733,0.0001392508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3381311,"threshold_uncertainty_score":0.9997693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03705873540491396,"score_gpt":0.3163102658460959,"score_spread":0.2792515304411819,"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."}}