{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01023738,0.0001969612,0.0007371931,0.001111787,0.0002383,0.0001463895,0.0002745231,0.0001385762,0.0002219786],"category_scores_gemma":[0.0004988672,0.0002555943,0.00005445702,0.0004067657,0.00002720271,0.0005110392,0.0001108265,0.0001950312,0.001434332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002338707,"about_ca_system_score_gemma":0.0002605369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.647009,"about_ca_topic_score_gemma":0.4528622,"domain_scores_codex":[0.9954667,0.0002330948,0.002404469,0.0007181457,0.0001256661,0.001051937],"domain_scores_gemma":[0.9975943,0.000546399,0.0007182036,0.0005641488,0.00004021512,0.0005367469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005703152,0.0000104353,0.6871706,0.0007459029,0.00002811794,0.000004205102,0.000426742,0.0003189874,6.385535e-8,0.2930107,0.0167927,0.00148591],"study_design_scores_gemma":[0.001113933,0.000118879,0.4848056,0.003611934,0.00001005564,0.00000685553,0.01053972,0.02494589,1.742845e-7,0.02013023,0.4539662,0.0007505432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4688878,0.107064,0.0006932305,0.3784153,0.006665737,0.007362443,0.000539997,0.0001389482,0.03023259],"genre_scores_gemma":[0.9751015,0.006874163,0.000456976,0.01315861,0.000111513,0.0003415534,0.00001814987,0.00003725067,0.003900343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5062137,"threshold_uncertainty_score":0.9999896,"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."}}