{"id":"W4410051880","doi":"10.1016/j.jcpo.2025.100594","title":"Health Canada reporting on quality of life for oncology drugs","year":2025,"lang":"en","type":"article","venue":"Journal of Cancer Policy","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Medicine; Cancer drugs; Quality (philosophy); Business; Quality of life (healthcare); Family medicine; Intensive care medicine; Pharmacology; Nursing; Drug","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":[0.009351338,0.0002238398,0.00050799,0.005919809,0.001997271,0.00293202,0.00115675,0.0006143563,0.01032301],"category_scores_gemma":[0.07775036,0.000209508,0.0008160142,0.0138618,0.001119053,0.001143488,0.001173181,0.001214239,0.001238708],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03320398,"about_ca_system_score_gemma":0.05763816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9297819,"about_ca_topic_score_gemma":0.905292,"domain_scores_codex":[0.9672614,0.004989177,0.004524528,0.001014198,0.0202549,0.001955865],"domain_scores_gemma":[0.8220549,0.03224647,0.02899443,0.003859479,0.1079429,0.004901801],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003290623,0.0001086117,0.3789441,0.002829336,0.0003294937,0.0003257535,0.004447608,0.0004727371,0.00058556,0.005062871,0.4632725,0.1432923],"study_design_scores_gemma":[0.00007384837,0.00008915148,0.5419361,0.001821396,0.0001942668,0.0003191018,0.005375897,0.0006052488,0.001113817,0.0004327841,0.4478354,0.000203008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1870522,0.01598531,0.001663106,0.05866169,0.001180956,0.001352057,0.3147748,0.0005409409,0.4187889],"genre_scores_gemma":[0.8294632,0.0198449,0.005609528,0.01974537,0.0006256171,0.0007725752,0.0910584,0.0002324732,0.03264782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9906487,"threshold_uncertainty_score":0.2409128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05900020171495389,"score_gpt":0.4808331964581513,"score_spread":0.4218329947431974,"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."}}