{"id":"W3184012579","doi":"10.3390/curroncol28040236","title":"Describing Sources of Uncertainty in Cancer Drug Formulary Priority Setting across Canada","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; Simon Fraser University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Generalizability theory; Medicine; Formulary; Clinical trial; Population; Actuarial science; Family medicine; Alternative medicine; Environmental health; Pathology; Business; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07311669,0.0004980552,0.0008913806,0.005158913,0.02786617,0.01495331,0.003484085,0.002583035,0.002465127],"category_scores_gemma":[0.1644924,0.0008948449,0.0007303092,0.00998388,0.01390133,0.004040238,0.009112199,0.004710587,0.0001054256],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.3468917,"about_ca_system_score_gemma":0.3639745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9784191,"about_ca_topic_score_gemma":0.9732729,"domain_scores_codex":[0.9069281,0.04558655,0.005565829,0.003760957,0.02484117,0.01331734],"domain_scores_gemma":[0.7736805,0.1559115,0.01387223,0.003799266,0.04499443,0.007742022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002072099,0.00005659783,0.03528913,0.001077001,0.0002248003,0.003120737,0.7469803,0.006052514,0.0009346727,0.1296056,0.01355382,0.06289764],"study_design_scores_gemma":[0.00007862704,0.00007136074,0.03742371,0.002946696,0.0001519705,0.0003714934,0.6976914,0.009368303,0.00111735,0.04865854,0.2016917,0.0004288756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6984073,0.01051399,0.02461886,0.1502912,0.000321982,0.001273915,0.001348337,0.0001077261,0.1131167],"genre_scores_gemma":[0.9921336,0.001135951,0.00323035,0.00191918,0.00001886573,0.0000949009,0.00009953139,0.00002094556,0.00134655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3468917,"threshold_uncertainty_score":0.7575131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4882116806971824,"score_gpt":0.5020164787081234,"score_spread":0.01380479801094098,"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."}}