{"id":"W2789549388","doi":"10.1093/jcag/gwy008.050","title":"A49 INNOVATIVE GROUP EDUCATION FOR A COMMON LIVER DISEASE - INCREASING ACCESS TO CARE","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Fatty liver; Medicine; Cirrhosis; Internal medicine; Hepatology; Liver disease; Referral; Disease; Decompensation; Gastroenterology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003022722,0.0003392761,0.0002738585,0.0006667207,0.001402784,0.001226001,0.001247641,0.00134474,0.02940675],"category_scores_gemma":[0.007105785,0.0001810367,0.0008285361,0.0003790147,0.0005769644,0.0008562347,0.00407481,0.001825529,0.002330157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003159833,"about_ca_system_score_gemma":0.01365267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0187058,"about_ca_topic_score_gemma":0.0489801,"domain_scores_codex":[0.9982687,0.000563357,0.00005749519,0.0001396016,0.0004964582,0.00047431],"domain_scores_gemma":[0.9934644,0.0009165572,0.0003742962,0.0001892924,0.000646659,0.004408809],"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":[0.0008625217,0.009541847,0.01492131,0.001476024,0.00007178289,0.0007414792,0.003448286,0.0005750092,0.002500503,0.003960825,0.2173555,0.744545],"study_design_scores_gemma":[0.004249832,0.01443036,0.1704584,0.003004043,0.0002938431,0.00122072,0.005119826,0.002291941,0.002138077,0.005199807,0.7914256,0.0001676571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5236612,0.004250718,0.02425198,0.1637816,0.008949832,0.02127678,0.002950199,0.002970139,0.2479076],"genre_scores_gemma":[0.6504376,0.004827622,0.1250307,0.04444384,0.002624895,0.0117889,0.002292708,0.0001888119,0.1583649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02940675,"threshold_uncertainty_score":0.09837538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874517775122936,"score_gpt":0.3031960796007175,"score_spread":0.2844509018494882,"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."}}