{"id":"W2968737992","doi":"10.1016/j.cgh.2019.08.013","title":"Factors Associated With Progression and Outcomes of Early Stage Primary Biliary Cholangitis","year":2019,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Toronto General Hospital; University of Toronto","funders":"Intercept Pharmaceuticals; CymaBay Therapeutics; Meso Scale Diagnostics; Merck Canada; Takeda Pharmaceutical Company; AbbVie; Gilead Sciences; Novartis; Stichting voor Lever- en Maag-Darm Onderzoek; Roche; GlaxoSmithKline; Bayer; Inventiva Pharma; Bristol-Myers Squibb","keywords":"Medicine; Stage (stratigraphy); Primary sclerosing cholangitis; Internal medicine; Gastroenterology; General surgery; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004697035,0.0002615018,0.0003674153,0.0006975632,0.0004614526,0.0008376841,0.0003475879,0.0005739945,0.00286281],"category_scores_gemma":[0.003580708,0.000195863,0.0005778455,0.001056305,0.0004007022,0.000580874,0.000503486,0.001234272,0.0002231247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676969,"about_ca_system_score_gemma":0.0006664511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004777203,"about_ca_topic_score_gemma":0.005112718,"domain_scores_codex":[0.9996033,0.00008586486,0.00005152518,0.00006104975,0.00007318834,0.0001250996],"domain_scores_gemma":[0.9967023,0.0005901467,0.00153308,0.0001659619,0.0002581851,0.0007503721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002397384,0.00002878558,0.9983813,0.000008834893,0.00003530292,0.0001240632,0.00003447622,0.00004417341,0.0001542788,0.00002226007,0.00005115637,0.0008755843],"study_design_scores_gemma":[0.000004056944,0.00005424436,0.9993104,0.000005959246,0.00002175996,0.0002639982,0.00009220838,0.00009855312,0.0000287234,0.00004083859,0.00007618456,0.000003052268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977517,0.0006226498,0.00005518505,0.00009448827,0.00001282013,0.000005583132,0.0002041326,0.000005399398,0.001248],"genre_scores_gemma":[0.9995353,0.0001001916,0.00003086615,0.00001192833,0.00002097935,0.00000174504,0.0001328221,0.000001279029,0.0001648746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004777203,"threshold_uncertainty_score":0.009577036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04635633502473097,"score_gpt":0.338658250458103,"score_spread":0.292301915433372,"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."}}