{"id":"W1483200189","doi":"10.5772/35813","title":"How Do Lampreys Avoid Cholestasis After Bile Duct Degeneration?","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Cholestasis; Bile duct; Degeneration (medical); Medicine; Internal medicine; Pathology","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":[0.0001033215,0.0002277728,0.0002991885,0.0002535685,0.000289194,0.0006993438,0.0002997995,0.0006420283,0.002658604],"category_scores_gemma":[0.0001376583,0.0001005156,0.0001812435,0.0001405951,0.0005166198,0.0008858707,0.0002726166,0.0006903901,0.001827779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000355845,"about_ca_system_score_gemma":0.0002215784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766338,"about_ca_topic_score_gemma":0.004351667,"domain_scores_codex":[0.9999672,0.000005102709,0.000001616547,0.000007577715,0.000008499371,0.00001001205],"domain_scores_gemma":[0.9999654,0.000004107829,0.000006366701,0.000002377177,0.000008630813,0.00001323509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000373056,0.0001501668,0.006962639,0.002086452,0.00008497756,0.001803661,0.001948279,0.00048021,0.2399851,0.02074414,0.06984423,0.6555371],"study_design_scores_gemma":[0.00003715759,0.001131151,0.04052065,0.000764378,0.00018246,0.007179924,0.003247093,0.0007741076,0.06211137,0.01232255,0.8715917,0.0001373999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3624659,0.3254511,0.01294563,0.05052604,0.004048341,0.0001017057,0.001388205,0.001224581,0.2418486],"genre_scores_gemma":[0.5016665,0.1532125,0.01653779,0.01207042,0.0004716103,0.0001181518,0.0008935852,0.0002366381,0.3147928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002658604,"threshold_uncertainty_score":0.008893907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068696641119083,"score_gpt":0.2498379878460046,"score_spread":0.2291510214348138,"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."}}