{"id":"W3171782864","doi":"10.15173/mumj.v18i1.2589","title":"need for universal hepatitis C screening in incarcerated populations","year":2021,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Virology; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004362671,0.0001014542,0.000261913,0.000365037,0.0002134389,0.00003577006,0.0001541296,0.0001685035,0.0065619],"category_scores_gemma":[0.0007446299,0.0001087086,0.0001250091,0.0006116279,0.0000969927,0.0002295048,0.0001225357,0.000740231,0.00001626521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002825893,"about_ca_system_score_gemma":0.0008945068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003586348,"about_ca_topic_score_gemma":0.001378948,"domain_scores_codex":[0.9982406,0.000213433,0.0002324496,0.0001951594,0.0007479712,0.0003703627],"domain_scores_gemma":[0.9986733,0.0001240717,0.00005301508,0.0001127403,0.0003939623,0.0006429511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006845716,0.0002664303,0.8103856,0.00005664475,0.0001475107,0.01456978,0.0005755387,0.00004846083,0.0005537065,0.0008558132,0.006887397,0.1649686],"study_design_scores_gemma":[0.02246143,0.0005040115,0.536004,0.001052365,0.0001608282,0.001754939,0.004560316,0.05736596,0.0003729837,0.0001908599,0.3751378,0.000434533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8699088,0.00009351012,0.09090178,0.01760665,0.0002765513,0.0003518883,0.00004942979,0.00005130989,0.02076006],"genre_scores_gemma":[0.9608675,0.000307778,0.01464611,0.0009735735,0.0003288744,6.19309e-7,0.00009759674,0.00002835922,0.02274957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3682504,"threshold_uncertainty_score":0.9943463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06757672551272632,"score_gpt":0.3215851496359815,"score_spread":0.2540084241232552,"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."}}