{"id":"W2100632875","doi":"10.1016/s0140-6736(10)61343-8","title":"Killing two birds with one stone","year":2010,"lang":"en","type":"article","venue":"The Lancet","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Alberta","keywords":"Primary biliary cirrhosis; Medicine; Gastroenterology; Seroconversion; Internal medicine; myalgia; Liver biopsy; Bilirubin; Gallbladder; Antibody; Pathology; Biopsy; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003319942,0.00110129,0.001218308,0.0007679932,0.003565535,0.002581618,0.001166755,0.01287248,0.01863512],"category_scores_gemma":[0.01037666,0.0006604982,0.001026162,0.000268371,0.005155809,0.00307968,0.002112969,0.01261832,0.007334545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001580711,"about_ca_system_score_gemma":0.001175532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003885597,"about_ca_topic_score_gemma":0.007737841,"domain_scores_codex":[0.9978866,0.0006540274,0.0001453465,0.0004307485,0.0004438582,0.0004394571],"domain_scores_gemma":[0.9952012,0.001661216,0.0006019463,0.0005210586,0.0007491913,0.001265353],"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":[0.0005847844,0.0001076694,0.001960034,0.0004627867,0.0003621923,0.001877019,0.0006429445,0.0001272603,0.001412207,0.02012744,0.8697792,0.1025564],"study_design_scores_gemma":[0.0002884717,0.0005021368,0.002136864,0.0008137991,0.000173714,0.007031902,0.001794729,0.0001356652,0.0007461564,0.01654063,0.9697499,0.00008620905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01009511,0.0697877,0.001933801,0.7520158,0.1173712,0.00005204278,0.0001765444,0.0001716142,0.04839623],"genre_scores_gemma":[0.1360671,0.04149474,0.005459472,0.5697879,0.08009498,0.00007356534,0.0003193656,0.0001719828,0.1665309],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01863512,"threshold_uncertainty_score":0.06234068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03305862912896339,"score_gpt":0.2936041642630587,"score_spread":0.2605455351340953,"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."}}