{"id":"W2039363616","doi":"10.1111/j.1478-3231.2009.02005.x","title":"Early prediction of sustained virological response at day 3 of treatment with albinterferon‐α‐2b in patients with genotype 2/3 chronic hepatitis C","year":2009,"lang":"en","type":"article","venue":"Liver International","topic":"Hepatitis C virus research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Medicine; Ribavirin; Internal medicine; Viral load; Gastroenterology; Hepatitis C virus; Insulin resistance; Population; Pegylated interferon; Viral hepatitis; Immunology; Virus; Insulin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001499594,0.0001254904,0.0002343197,0.0002466134,0.00001873239,0.000005871213,0.0001071987,0.00007172511,0.0006030785],"category_scores_gemma":[0.00006513257,0.00008706661,0.00004191546,0.0001403357,0.0001148816,0.0001011799,0.00003491606,0.0001061002,0.00001448579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140363,"about_ca_system_score_gemma":0.000203638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006981638,"about_ca_topic_score_gemma":0.0004481556,"domain_scores_codex":[0.9986392,0.0001145543,0.0002817834,0.000229002,0.0005502665,0.0001852264],"domain_scores_gemma":[0.9992256,0.0000870756,0.0001043292,0.0001878933,0.0003222139,0.00007293315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01994897,0.0006722751,0.969743,0.0000121586,0.0001440619,0.00007223757,0.0005099137,0.00004307053,0.002767877,0.00006936002,0.00005424969,0.005962806],"study_design_scores_gemma":[0.005868413,0.02688508,0.9631911,0.0001112839,0.00002675413,0.000004251387,0.000006981882,0.0009017905,0.00238647,0.000007705528,0.0005491802,0.00006096915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978571,0.00003599441,0.0001214257,0.0002237987,0.00003441316,0.0004931964,0.0001292415,0.00001509092,0.001089751],"genre_scores_gemma":[0.9984763,0.00006820577,0.0002378402,0.00003582456,0.00003826709,0.00001985161,0.0001334889,0.00001128781,0.0009789026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02621281,"threshold_uncertainty_score":0.6603287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396701851557521,"score_gpt":0.2611909318417203,"score_spread":0.2472239133261451,"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."}}