{"id":"W4393386936","doi":"10.3390/curroncol31040136","title":"Access to Oncology Medicines in Canada: Consensus Forum for Recommendations for Improvement","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Durham; Lakeridge Health; Thunder Bay Regional Health Sciences Centre; NOSM University; Essar Steel Algoma (Canada); Canadian Association of Nurses in Oncology; McMaster University; Dr. H. Bliss Murphy Cancer Centre; CancerCare Manitoba; University of Manitoba; Juravinski Cancer Centre; London Health Sciences Centre; University of British Columbia; Wilfrid Laurier University; Sault Area Hospital; Memorial University of Newfoundland; Newfoundland and Labrador Centre for Applied Health Research; Ottawa Hospital; Health Sciences Centre; University Health Network; York University; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; Dalhousie University; Arthur B. McDonald-Canadian Astroparticle Physics Research Institute","funders":"AbbVie Canada; Ottawa Hospital Research Institute; Gilead Sciences; Association canadienne des infirmières en oncologie; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Transparency (behavior); Pharmacy; Government (linguistics); Accountability; Health care; Family medicine; Guideline; Delphi method; Nursing; Political science","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":[0.1345846,0.001702188,0.002485434,0.009802807,0.0132953,0.01191044,0.01124175,0.01763619,0.008587982],"category_scores_gemma":[0.1651995,0.001478421,0.004786401,0.0109667,0.006441187,0.006330025,0.01164985,0.01666123,0.001303211],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1622241,"about_ca_system_score_gemma":0.6851261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9244497,"about_ca_topic_score_gemma":0.9348878,"domain_scores_codex":[0.930238,0.01812893,0.009352316,0.002038638,0.028386,0.01185628],"domain_scores_gemma":[0.6559842,0.04443683,0.009684891,0.004071563,0.2227352,0.06308731],"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":[0.00007824683,0.0002360305,0.005009309,0.003401194,0.0001232962,0.0004443162,0.004715445,0.001031321,0.0003267073,0.01239496,0.8187369,0.1535024],"study_design_scores_gemma":[0.0002652661,0.0001184773,0.01500174,0.02089796,0.0002085219,0.0002730408,0.01783501,0.002204638,0.0004949782,0.01549455,0.9267651,0.0004407123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002269514,0.01682161,0.003052858,0.9572296,0.005080102,0.00156776,0.001456596,0.0001710356,0.01235085],"genre_scores_gemma":[0.1693242,0.08836136,0.2428993,0.4445399,0.003875575,0.007976849,0.01013566,0.0006010713,0.0322861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8377759,"threshold_uncertainty_score":0.9717013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.684582723628583,"score_gpt":0.5850866401413132,"score_spread":0.09949608348726979,"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."}}