{"id":"W4399260785","doi":"10.51731/cjht.2024.909","title":"Oncology Drug Approvals Under Health Canada’s Notice of Compliance With Conditions Policy: A Retrospective Cohort Analysis","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Notice; Retrospective cohort study; Medicine; Cohort; Compliance (psychology); Drug; Family medicine; Oncology; Internal medicine; Pharmacology; Political science; Psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.01104263,0.0002115897,0.002144378,0.002646686,0.0003799494,0.00006261119,0.0005029902,0.0001526362,0.0000776377],"category_scores_gemma":[0.001888532,0.0002243033,0.0001594351,0.00183434,0.0003931627,0.0002709965,0.00002189148,0.0006219402,0.00002038712],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01257185,"about_ca_system_score_gemma":0.04590398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9058576,"about_ca_topic_score_gemma":0.9526644,"domain_scores_codex":[0.9941983,0.0003267835,0.004155686,0.0004215768,0.0001667074,0.0007309912],"domain_scores_gemma":[0.9942417,0.0006214891,0.004055338,0.0004867239,0.0003049006,0.0002898079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001815636,0.00007878727,0.2224313,0.002201242,0.003155746,0.00006184379,0.003775326,0.004923304,5.508267e-7,0.6075754,0.1524644,0.003314011],"study_design_scores_gemma":[0.0009609542,0.001062363,0.602729,0.001673823,0.0001621706,0.0002712647,0.02887609,0.002366006,0.000009271152,0.06314465,0.297988,0.0007564274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04581929,0.07239675,0.008771905,0.8673127,0.0008174749,0.0009973261,0.00241008,0.000106088,0.0013684],"genre_scores_gemma":[0.9886885,0.0005180681,0.001800954,0.00871102,0.00004403665,0.00002607418,0.00002625767,0.00002676309,0.0001583057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9428692,"threshold_uncertainty_score":0.9912187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2266080268506707,"score_gpt":0.4348676212097541,"score_spread":0.2082595943590834,"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."}}