{"id":"W2607801426","doi":"10.1503/cmaj.1095412","title":"Secrecy on cost of publicly funded hep C treatment","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Secrecy; Transparency (behavior); Public health; Plan (archaeology); Medicine; Computer science; Operations research; Computer security; Pathology; Engineering; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01381867,0.0002729971,0.0005970661,0.001452174,0.003494001,0.007710685,0.001352247,0.008996194,0.009908129],"category_scores_gemma":[0.0977393,0.0007481239,0.000501801,0.001463861,0.003535124,0.003773595,0.002764423,0.01274539,0.001622333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02983905,"about_ca_system_score_gemma":0.03449491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3313533,"about_ca_topic_score_gemma":0.2603069,"domain_scores_codex":[0.9747104,0.004029244,0.001322349,0.0009586689,0.01559229,0.003387157],"domain_scores_gemma":[0.9113019,0.05496885,0.007744099,0.003492799,0.01837263,0.004119712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000331581,0.00004520902,0.01143954,0.0002065463,0.00007267653,0.0004575495,0.001945001,0.001111442,0.0006386663,0.2643926,0.6740109,0.0453483],"study_design_scores_gemma":[0.0001493517,0.0001126984,0.03663921,0.001868703,0.0001449956,0.0004960704,0.0015412,0.002850797,0.002346159,0.05131918,0.902269,0.0002627241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02840336,0.003969444,0.001359062,0.7500053,0.003980094,0.00005497085,0.004019812,0.0001470883,0.2080609],"genre_scores_gemma":[0.6328946,0.004925125,0.001079276,0.2948355,0.006235196,0.0001230262,0.00196975,0.0001531346,0.05778443],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3313533,"threshold_uncertainty_score":0.6588492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08711808408134729,"score_gpt":0.4455688432473449,"score_spread":0.3584507591659976,"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."}}