{"id":"W4242201543","doi":"10.1002/hep.30117","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; Medicine; Internal medicine; Gastroenterology","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":[0.001454616,0.0009740795,0.0009385492,0.001272095,0.0008525829,0.003848866,0.00102349,0.002415729,0.2141224],"category_scores_gemma":[0.003656228,0.0003596209,0.0007151329,0.0009989648,0.0004870317,0.002015832,0.001453333,0.003264865,0.1475927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001691612,"about_ca_system_score_gemma":0.002213152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509899,"about_ca_topic_score_gemma":0.002375616,"domain_scores_codex":[0.9989292,0.0002118225,0.00008338066,0.0001639484,0.0004176889,0.0001939108],"domain_scores_gemma":[0.9965357,0.0003262672,0.0002057174,0.0002481017,0.001382694,0.001301572],"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":[0.00006756148,0.00001387099,0.0002329857,0.0002164319,0.00001047624,0.0001961085,0.00001096647,0.00001885431,0.0001957096,0.001112631,0.9229261,0.07499829],"study_design_scores_gemma":[0.000028502,0.00002102464,0.0005478034,0.0002484002,0.000008410373,0.0006075106,0.00002602567,0.00002337148,0.0001300937,0.0007368461,0.9976168,0.000005287558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002600814,0.1089704,0.003038486,0.2245621,0.2122812,0.0003838876,0.006616306,0.002231087,0.4393157],"genre_scores_gemma":[0.01930348,0.1181463,0.002813887,0.08999562,0.2993535,0.000259231,0.01330312,0.000850087,0.4559747],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2141224,"threshold_uncertainty_score":0.716311,"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."}}