{"id":"W3034465845","doi":"10.12927/hcpol.2020.26227","title":"Health Canada’s Proposal to Accelerate New Drug Reviews","year":2020,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; York University; University of Toronto","funders":"","keywords":"Set (abstract data type); Public relations; Business; Political science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002907159,0.000547567,0.001727361,0.0002371924,0.0003810181,0.00006084866,0.0004659187,0.000239864,0.0008711565],"category_scores_gemma":[0.06891017,0.0004888609,0.0001509374,0.002043967,0.0001097485,0.0001436722,0.0002156968,0.002091227,0.002544776],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007232119,"about_ca_system_score_gemma":0.6018943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926655,"about_ca_topic_score_gemma":0.9390402,"domain_scores_codex":[0.9879342,0.001536328,0.001704066,0.0008896955,0.001753802,0.006181953],"domain_scores_gemma":[0.8736781,0.0002790357,0.0003278232,0.0007625683,0.0003511457,0.1246013],"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":[0.000146306,0.00003869735,0.000175894,0.008911416,0.00001193627,0.0001343572,0.003168659,7.363702e-7,0.000005957457,0.00250344,0.5539301,0.4309725],"study_design_scores_gemma":[0.001282757,0.001908649,0.001608681,0.004263786,0.00001384489,0.00006230034,0.0003060695,0.00007547079,0.00004886164,0.0001016274,0.9900237,0.0003041969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003016321,0.1483895,0.0001404559,0.8430192,0.001736345,0.004548652,0.0002474944,0.00007801146,0.001538665],"genre_scores_gemma":[0.01361087,0.05919119,0.001470638,0.8805537,0.02330221,0.00006580989,0.00007913521,0.0001020522,0.02162443],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5946622,"threshold_uncertainty_score":0.9997563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2823251275259454,"score_gpt":0.5007695183658624,"score_spread":0.218444390839917,"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."}}