{"id":"W2971781066","doi":"10.1177/0840470419870831","title":"Evidence, values, and funding decisions in Canadian cancer systems","year":2019,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Cancer Care Ontario; University of British Columbia; Canadian Centre for Applied Research in Cancer Control; Simon Fraser University","funders":"","keywords":"Sustainability; Business; Public funding; Cancer drugs; Healthcare system; Value (mathematics); Public health; Evidence-based policy; Public economics; Medicine; Cancer; Political science; Economics; Economic growth; Alternative medicine; Health care; Computer science; Public administration; Nursing","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":[0.03743425,0.0006923836,0.001092757,0.009802761,0.007349138,0.01650603,0.002864312,0.003024753,0.005193905],"category_scores_gemma":[0.1432576,0.000551672,0.0009688497,0.01828834,0.007703716,0.003375391,0.004306616,0.003237391,0.0001366871],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2365429,"about_ca_system_score_gemma":0.2488993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9817021,"about_ca_topic_score_gemma":0.9879586,"domain_scores_codex":[0.9644413,0.01456886,0.001840447,0.001149162,0.0123327,0.005667492],"domain_scores_gemma":[0.9145756,0.04764714,0.00462153,0.001231875,0.02640339,0.005520577],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004401249,0.0001022508,0.04542492,0.002213453,0.0006278614,0.0005735506,0.007388214,0.04870621,0.0002196922,0.6590209,0.06584543,0.1694373],"study_design_scores_gemma":[0.0005498104,0.0002066744,0.1172539,0.009909105,0.00102433,0.0002191174,0.02120353,0.05108511,0.0009327826,0.4905527,0.3062565,0.0008065081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1935811,0.0781916,0.01222657,0.4006952,0.0007696706,0.0007136377,0.0063111,0.0001125704,0.3073986],"genre_scores_gemma":[0.9708208,0.01438622,0.006624903,0.003954613,0.0001526002,0.0001074072,0.0006655939,0.0000202439,0.003267625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9625657,"threshold_uncertainty_score":0.885502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3793988611577308,"score_gpt":0.4464401157090072,"score_spread":0.06704125455127641,"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."}}