{"id":"W2930388445","doi":"10.9778/cmajo.20180108","title":"Variable access to antiviral treatment of chronic hepatitis B in Canada: a descriptive study","year":2019,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Calgary; Western University","funders":"Allergan","keywords":"Entecavir; Telbivudine; Medicine; Lamivudine; Reimbursement; Hepatitis B; Adefovir; Emtricitabine; Public health; Formulary; Family medicine; Pegylated interferon; Hepatitis B virus; Chronic hepatitis; Health care; Virology; Ribavirin; Economic growth; Nursing; Virus","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":[0.0001088995,0.0001426712,0.0006240429,0.00008017917,0.00002950191,0.00002808416,0.0002509392,0.00002176592,0.000367788],"category_scores_gemma":[0.00004583152,0.0001185776,0.00002181543,0.0003317048,0.00001389602,0.0001811151,0.0003312029,0.00005067654,0.0000585206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003272866,"about_ca_system_score_gemma":0.002700657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988675,"about_ca_topic_score_gemma":0.9992734,"domain_scores_codex":[0.9989015,0.00005999222,0.0002757629,0.0002897049,0.0002038909,0.0002690895],"domain_scores_gemma":[0.999387,0.00004592893,0.00006093531,0.0003508712,0.00008159992,0.00007363202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001094243,0.0005186899,0.9906487,0.00002984131,0.0001401651,0.00009323084,0.002202917,0.00001548458,0.000287127,0.00003765057,0.001164064,0.004752699],"study_design_scores_gemma":[0.002794437,0.002722909,0.9882326,0.0001614264,0.000050299,0.000001732352,0.0004932775,0.00007686139,0.001447825,0.0000115549,0.003888068,0.0001190703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821554,0.0001376752,0.000008913333,0.0002082865,0.0001985565,0.004385848,0.00004613664,0.000006320643,0.01285285],"genre_scores_gemma":[0.9975945,0.00005907138,0.0002321542,0.0001703434,0.00003168941,0.0003019254,0.000006927082,0.00001751942,0.001585826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01543913,"threshold_uncertainty_score":0.8558431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0517737812077541,"score_gpt":0.3252411128702488,"score_spread":0.2734673316624947,"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."}}