{"id":"W3205661137","doi":"10.54194/hfeb4050","title":"Availability and Accessibility of Essential Drugs for Rare Disorders in Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Health Policy","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formulary; Medicine; Government (linguistics); European union; Essential medicines; Indigenous; Family medicine; Orphan drug; Environmental health; Business; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000258221,0.00006968273,0.0002633653,0.00005198183,0.00009082401,0.000005183794,0.0000388224,0.00002933672,0.0001150354],"category_scores_gemma":[0.0008370089,0.00006828576,0.00002449363,0.0002379271,0.00005566074,0.00004226482,0.00002156466,0.000120508,3.143055e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295146,"about_ca_system_score_gemma":0.02711829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9995373,"about_ca_topic_score_gemma":0.9999337,"domain_scores_codex":[0.9989927,0.00007331723,0.0002638369,0.000198051,0.00008464052,0.0003874911],"domain_scores_gemma":[0.9987606,0.0002481447,0.00006040104,0.0001480034,0.00006663302,0.0007162206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002367108,0.00009386363,0.7860507,0.00389648,0.00006595509,0.00001727438,0.001654889,0.000002827962,0.00002419304,0.0013588,0.01621562,0.1903827],"study_design_scores_gemma":[0.001398482,0.00005612864,0.7565653,0.00005761298,0.00001701462,0.000004712263,0.001149479,0.0001392334,0.0001290913,0.0005747318,0.2398109,0.0000973129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7909154,0.002874715,0.000002583379,0.2028335,0.0001095964,0.0005279895,0.0003909468,0.000003109241,0.002342134],"genre_scores_gemma":[0.9878294,0.0008069021,0.00005811937,0.01112456,0.00008347851,0.0000149309,0.00002104888,0.000005725794,0.0000558454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2235953,"threshold_uncertainty_score":0.9783971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04427622159739129,"score_gpt":0.4212287139219603,"score_spread":0.376952492324569,"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."}}