{"id":"W3095012872","doi":"10.1371/journal.pone.0240966","title":"How long do new medicines take to reach Canadian patients after companies file a submission: A cohort study","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto; University Health Network","funders":"","keywords":"Notice; Marketing authorization; Medicine; Authorization; Product (mathematics); Family medicine; Business; Marketing; Computer science; Political science; Bioinformatics","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":[0.00239139,0.0003213183,0.0005805403,0.001478698,0.0025005,0.00224671,0.001321233,0.0008596269,0.004909569],"category_scores_gemma":[0.01039452,0.0004664137,0.001260938,0.003058346,0.0007274575,0.001428342,0.0008749373,0.00150215,0.0008062284],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008772804,"about_ca_system_score_gemma":0.01189916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6194778,"about_ca_topic_score_gemma":0.6660874,"domain_scores_codex":[0.9972795,0.0002085987,0.0002281224,0.0006493258,0.0009737955,0.0006606602],"domain_scores_gemma":[0.9911748,0.001069546,0.004363986,0.000520871,0.001487991,0.001382777],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003874453,0.00007568063,0.9952589,0.00003787034,0.00008706685,0.00007312588,0.0007930964,0.00003337395,0.00007314862,0.00006420054,0.0008348622,0.00228116],"study_design_scores_gemma":[0.00003283666,0.0002037035,0.9964862,0.00004362193,0.00007290774,0.0001648216,0.001384961,0.0001556076,0.00005030847,0.00003535952,0.001339383,0.00003028241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942436,0.0004676511,0.00009018969,0.0002857265,0.00002130454,0.00008910249,0.003374617,0.000006294721,0.001421578],"genre_scores_gemma":[0.9966283,0.0003638252,0.0001434009,0.0002060647,0.00002323684,0.00006652575,0.001674676,0.00001117195,0.0008825944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9976086,"threshold_uncertainty_score":0.7655263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015230923290285,"score_gpt":0.2457403020434899,"score_spread":0.1442172097144614,"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."}}