{"id":"W2041084413","doi":"10.1136/bmj.b3305","title":"Autoimmune liver disease for the non-specialist","year":2009,"lang":"en","type":"review","venue":"BMJ","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Autoimmune hepatitis; Liver disease; Computer science; Data science; Medicine; Disease; World Wide Web; Pathology; Internal 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":[0.000383552,0.0002059562,0.0003038357,0.0005879777,0.0004251968,0.001011838,0.0003292343,0.001306343,0.1923725],"category_scores_gemma":[0.003947547,0.0001356506,0.0002595559,0.000411641,0.0002532768,0.0008774244,0.0006256421,0.001813588,0.0915933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005936691,"about_ca_system_score_gemma":0.001086419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063955,"about_ca_topic_score_gemma":0.003039336,"domain_scores_codex":[0.9995964,0.00008878849,0.00004998198,0.00004525493,0.0001469941,0.00007253136],"domain_scores_gemma":[0.9971219,0.0004847999,0.0002252689,0.0001049976,0.001016806,0.001046227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001420759,0.000009919629,0.0004182827,0.0001967738,0.000002127084,0.0001864773,0.00001665592,0.000006439798,0.00008760034,0.0003831007,0.9496558,0.04902264],"study_design_scores_gemma":[0.00001513727,0.00001597089,0.001711288,0.0006233507,0.000004247432,0.001168544,0.00005647995,0.00001168655,0.0000243436,0.0004765989,0.9958887,0.000003662989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003602659,0.07686398,0.002179935,0.4122656,0.08935518,0.0004389175,0.004480416,0.0005923971,0.410221],"genre_scores_gemma":[0.03375423,0.1036429,0.003011332,0.1369225,0.1486077,0.0003661001,0.005417266,0.0002949641,0.567983],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1923725,"threshold_uncertainty_score":0.64355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08518282417585887,"score_gpt":0.3863718297234496,"score_spread":0.3011890055475907,"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."}}