{"id":"W1486633059","doi":"10.1016/j.yrtph.2015.08.002","title":"Health Canada's use of priority review status for drugs for unmet needs","year":2015,"lang":"en","type":"article","venue":"Regulatory Toxicology and Pharmacology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Concordance; Medicine; Food and drug administration; Drug; Antineoplastic Drugs; Family medicine; Environmental health; Pharmacology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04932695,0.0009005651,0.001368943,0.01787026,0.00542558,0.01607843,0.004199178,0.007666668,0.0111329],"category_scores_gemma":[0.1833724,0.001045029,0.002238313,0.01297385,0.002675753,0.003443301,0.001998345,0.0070366,0.001567629],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06065718,"about_ca_system_score_gemma":0.2886437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9044858,"about_ca_topic_score_gemma":0.9294531,"domain_scores_codex":[0.9401044,0.01008895,0.005928835,0.0022971,0.03539596,0.006184859],"domain_scores_gemma":[0.6099694,0.08588672,0.01754652,0.007569128,0.2472496,0.03177859],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000155921,0.00006609671,0.005526504,0.0008212288,0.0001339994,0.00008099613,0.0002779826,0.0006350645,0.0002244256,0.01978865,0.9256677,0.04662153],"study_design_scores_gemma":[0.0002153002,0.0000984658,0.03909203,0.001549168,0.000240834,0.0001519622,0.0003467496,0.00208849,0.0007253289,0.004396184,0.9509148,0.0001807271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01742131,0.02677765,0.00711825,0.4856754,0.03883979,0.002864457,0.04436716,0.003165529,0.3737705],"genre_scores_gemma":[0.3311172,0.0267467,0.0431462,0.3580507,0.01147144,0.001787907,0.02037768,0.001458811,0.2058434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.950673,"threshold_uncertainty_score":0.4401007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3613611389978849,"score_gpt":0.4652021461258281,"score_spread":0.1038410071279432,"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."}}