{"id":"W4248457820","doi":"10.1002/hep.29894","title":"Hepatology Highlights","year":2018,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Hepatology; Internal medicine; Medicine; Philosophy","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":[0.0009688715,0.0007024655,0.0005549407,0.001198761,0.0007295642,0.00250537,0.0006915593,0.001838882,0.2475102],"category_scores_gemma":[0.00238341,0.0002670891,0.0005457774,0.0007530471,0.0003535682,0.001246773,0.001296554,0.002024993,0.1087145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161839,"about_ca_system_score_gemma":0.001797666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001186926,"about_ca_topic_score_gemma":0.002042169,"domain_scores_codex":[0.9992996,0.0001483576,0.00006490608,0.0001074365,0.000247623,0.000131977],"domain_scores_gemma":[0.9973704,0.0001905108,0.000158212,0.0001881299,0.0009977426,0.001094909],"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":[0.00009462579,0.00002713529,0.0008004293,0.0003571286,0.00001655021,0.0006454719,0.00002849183,0.00003074708,0.00060357,0.002296795,0.8309634,0.1641356],"study_design_scores_gemma":[0.00002321238,0.00002681081,0.001214298,0.0002113105,0.000008289064,0.001160854,0.00004272535,0.00002616565,0.0001663648,0.0009442659,0.9961702,0.000005573129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00523479,0.07815057,0.00440708,0.1886097,0.1939232,0.0004074738,0.005488943,0.002393181,0.521385],"genre_scores_gemma":[0.03464855,0.06364615,0.005189977,0.0604554,0.2201158,0.0002838314,0.01122545,0.0007598972,0.603675],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2475102,"threshold_uncertainty_score":0.8280041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848325856681611,"score_gpt":0.3069812947386186,"score_spread":0.2784980361718025,"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."}}