{"id":"W2794036127","doi":"10.1111/liv.13708","title":"Ribavirin dose management in <scp>HCV</scp> patients receiving ombitasvir/paritaprevir/ritonavir and dasabuvir with ribavirin","year":2018,"lang":"en","type":"article","venue":"Liver International","topic":"Hepatitis C virus research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; Toronto General Hospital","funders":"AbbVie","keywords":"Ombitasvir; Dasabuvir; Ribavirin; Paritaprevir; Ritonavir; Medicine; Internal medicine; Gastroenterology; Virology; Hepatitis C virus; Viral load; Virus","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":[0.0003699351,0.000236462,0.0002670996,0.0004291722,0.00008792156,0.0001004967,0.0003135372,0.0001018643,0.0002844535],"category_scores_gemma":[0.0002740117,0.0002149594,0.00004861225,0.0002950658,0.0002771,0.0004144209,0.0003866792,0.0003827613,0.000445915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910546,"about_ca_system_score_gemma":0.0000499785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003073326,"about_ca_topic_score_gemma":0.0004884645,"domain_scores_codex":[0.9974932,0.0001006325,0.0003863562,0.0005755395,0.001005108,0.0004391483],"domain_scores_gemma":[0.9988969,0.0001777743,0.00009180477,0.000339134,0.0002870747,0.0002072957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001839714,0.0006236082,0.8714718,0.0000854438,0.0002603909,0.0003315916,0.000867411,0.000002410323,0.0001593634,0.001153598,0.005833941,0.1190264],"study_design_scores_gemma":[0.003912283,0.0004830909,0.8998547,0.0003835763,0.00003548384,0.00001607191,0.0001301853,0.0008779261,0.0003563563,0.0001359606,0.09370315,0.0001111909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8728024,0.0001166923,0.00009066133,0.0002919909,0.0002489806,0.0006684125,0.00003847006,0.00004984796,0.1256925],"genre_scores_gemma":[0.9906008,0.0004435707,0.002823096,0.0005171579,0.0002730465,0.00009303346,0.000122458,0.00004365268,0.005083215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1206093,"threshold_uncertainty_score":0.8765791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166764021549252,"score_gpt":0.3041453166393726,"score_spread":0.2824776764238801,"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."}}