{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062933,0.0001816137,0.0003526072,0.003204425,0.001910462,0.002035334,0.0008393987,0.0003034142,0.0051453],"category_scores_gemma":[0.00728067,0.0002231243,0.0007080549,0.007290423,0.0006350417,0.0007228929,0.001032095,0.0007840732,0.0002926111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03098849,"about_ca_system_score_gemma":0.05599817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939475,"about_ca_topic_score_gemma":0.9955699,"domain_scores_codex":[0.9971885,0.0001532345,0.0002272812,0.000232841,0.001621318,0.0005768452],"domain_scores_gemma":[0.9892258,0.001193649,0.002303874,0.0001697432,0.005056568,0.00205026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004590082,0.00009311391,0.8767104,0.000723838,0.0002780687,0.0007068863,0.002139126,0.0008284618,0.0006034608,0.003109321,0.02551231,0.08883592],"study_design_scores_gemma":[0.0000356192,0.00004259569,0.9766223,0.0003214389,0.00009492241,0.0003705084,0.001489415,0.0006707538,0.0002865351,0.0001777149,0.01984074,0.00004760911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8241452,0.01305383,0.0004770691,0.008921103,0.0000929032,0.0002048975,0.06962396,0.0001092799,0.08337171],"genre_scores_gemma":[0.9792591,0.006289986,0.0007134394,0.001226707,0.00002525766,0.0000341317,0.008183127,0.00002004734,0.00424825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03098849,"threshold_uncertainty_score":0.2248383,"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."}}