{"id":"W2904079894","doi":"10.3138/canlivj.2018-0007","title":"Hepatitis C patient communication source and modality preferences in the direct-acting antiviral era","year":2018,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Family medicine; Hepatitis C; Population; Outpatient clinic; Health care; Patient portal; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006717673,0.0000755996,0.0001264195,0.0001744911,0.0003932004,0.0001225838,0.0001570241,0.00005270259,0.0001925651],"category_scores_gemma":[0.000273929,0.00005627525,0.00002497448,0.0001702824,0.0002026351,0.000167479,0.00003022217,0.0005612069,0.00002117573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002365994,"about_ca_system_score_gemma":0.0004879207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2384829,"about_ca_topic_score_gemma":0.5509415,"domain_scores_codex":[0.9987381,0.0004152907,0.0001891069,0.0001088768,0.0002540308,0.0002946621],"domain_scores_gemma":[0.9991887,0.000111126,0.00006208231,0.0002133531,0.000147641,0.000277157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001431977,0.00001477751,0.6028503,0.000008257203,0.00001582641,0.00007792059,0.007657299,4.652874e-7,0.0000182128,0.00002713127,0.001855351,0.3874601],"study_design_scores_gemma":[0.000489942,0.000387658,0.9019827,0.000223661,0.00001835625,0.0001221711,0.001430363,0.001946055,0.0001177247,0.0001871712,0.09296378,0.000130392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508641,0.0004212091,0.00001829572,0.002478099,0.00004497799,0.0001753399,0.00001144274,0.000005299913,0.04598123],"genre_scores_gemma":[0.9977374,0.0008542212,0.0002465987,0.0009435963,0.0001329711,0.0000052951,0.000004379621,0.000008180379,0.00006734645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3873297,"threshold_uncertainty_score":0.7665881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03936256185376676,"score_gpt":0.2939405021207742,"score_spread":0.2545779402670075,"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."}}