{"id":"W2732989295","doi":"10.3747/co.24.3643","title":"Choosing Wisely in Cancer Control across Canada—A Set of Baseline Indicators","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Breast cancer; Baseline (sea); Health care; Cancer; Family medicine; Cervical cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007000507,0.0001464584,0.0007012238,0.0000917717,0.0001491987,0.0000318016,0.000446006,0.0001280608,0.0002354],"category_scores_gemma":[0.0004666396,0.0001735007,0.00007009636,0.00007244034,0.0001862828,0.0002235217,0.00007760903,0.0002506572,0.00001919463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008218302,"about_ca_system_score_gemma":0.0005124232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2648519,"about_ca_topic_score_gemma":0.5667447,"domain_scores_codex":[0.9984549,0.00001876758,0.0007411179,0.0003201998,0.00002861996,0.0004364418],"domain_scores_gemma":[0.9982612,0.00007343799,0.001118772,0.0003855858,0.00004248732,0.0001185102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004782458,0.0000687584,0.8847584,0.00003501415,0.00002455046,0.000004303371,0.0003105294,0.00008421482,0.000003449648,0.00366324,0.002724706,0.1082751],"study_design_scores_gemma":[0.001964675,0.00004971322,0.533219,0.00003824686,0.000005074717,8.723673e-7,0.00004629279,0.0006696893,0.00003619511,0.0009866008,0.4627997,0.0001838685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796771,0.007753568,0.0003171173,0.002633971,0.003351344,0.0002268621,0.001581647,0.000007510657,0.004450848],"genre_scores_gemma":[0.9982167,0.001008066,0.00001969655,0.0002610115,0.0003560878,0.00003974134,0.00001023261,0.0000159331,0.00007246217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.460075,"threshold_uncertainty_score":0.7400435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152127497665917,"score_gpt":0.3868362209324708,"score_spread":0.2716234711658791,"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."}}