{"id":"W4323351435","doi":"10.1093/jcag/gwac036.102","title":"A102 INTERDISCIPLINARY TELEHEALTH REFERRAL PATHWAY AND CONSULTATIONS TO IMPROVE OUTCOMES AMONG CANADIAN OLDER ADULTS WITH LIVER CIRRHOSIS","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Dalhousie University","funders":"Pfizer Canada; Pfizer","keywords":"Medicine; Cirrhosis; Referral; Hepatology; Polypharmacy; Telehealth; Geriatric psychiatry; Liver disease; Telemedicine; Health care; Internal medicine; Family medicine","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":[0.0008485488,0.000231756,0.0002398995,0.0004829494,0.001828798,0.0008001731,0.0007101433,0.0003684799,0.002903675],"category_scores_gemma":[0.00392149,0.000142487,0.0003710572,0.0008884295,0.0003305628,0.0003107011,0.001048021,0.0004855079,0.000117454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01868739,"about_ca_system_score_gemma":0.03349123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9178954,"about_ca_topic_score_gemma":0.9627095,"domain_scores_codex":[0.9991605,0.0001585675,0.00005589115,0.00008891124,0.0001653639,0.0003708108],"domain_scores_gemma":[0.997281,0.0002003679,0.000420239,0.00003984923,0.0006248196,0.001433675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00170231,0.002534882,0.848533,0.0006124253,0.000112132,0.0002901006,0.004424898,0.0007301746,0.001018964,0.0002794875,0.007381686,0.1323799],"study_design_scores_gemma":[0.0002651546,0.001215693,0.9893082,0.0002535107,0.00009498842,0.000121886,0.004896292,0.001113512,0.0002104616,0.00004882497,0.00244478,0.00002676485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995384,0.000493268,0.00008108002,0.0007200257,0.00002027219,0.0002578097,0.0004069243,0.00001530745,0.002621128],"genre_scores_gemma":[0.998045,0.0002787131,0.0006415395,0.0002254383,0.000009105227,0.0001006949,0.0002105021,0.000001650362,0.0004873719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08210456,"threshold_uncertainty_score":0.1651762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398998155753712,"score_gpt":0.3220095315129717,"score_spread":0.3080195499554346,"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."}}