{"id":"W4283751219","doi":"10.1002/cam4.4951","title":"Expansion of the quality of care index on breast cancer and its risk factors using the global burden of disease study 2019","year":2022,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Breast cancer; Index (typography); Burden of disease; Disease; Quality (philosophy); Oncology; Internal medicine; Environmental health; Cancer; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001158006,0.000122967,0.0002456337,0.00001378439,0.0001299711,7.840863e-7,0.0001644983,0.00002106819,0.00003175552],"category_scores_gemma":[0.00003800019,0.00006535268,0.00005339145,0.0001411163,0.000190738,0.000001758719,0.0002374234,0.00006837723,1.161419e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001084231,"about_ca_system_score_gemma":0.0001800047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01866422,"about_ca_topic_score_gemma":0.0005065522,"domain_scores_codex":[0.9989863,0.0001615793,0.0002182764,0.0002080841,0.0003267097,0.00009907006],"domain_scores_gemma":[0.9991933,0.00002377066,0.0002959397,0.0003096813,0.0001381714,0.00003920154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009558715,0.00007087353,0.9856518,0.00007990746,0.0002624144,2.906656e-7,0.003162951,0.002935369,0.005472273,0.000007986851,0.0001119653,0.001288285],"study_design_scores_gemma":[0.001460946,0.0002565056,0.9805423,0.00008590422,0.0002729016,5.703691e-7,0.01449685,0.00002238358,0.002716003,0.000007357326,0.00007206228,0.0000662118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815136,0.01506155,0.000002328879,0.0005729615,0.0002490252,0.0003543347,0.002229986,0.000001765653,0.00001440709],"genre_scores_gemma":[0.9991768,0.0005718628,5.287453e-7,0.00004897892,0.0001268261,0.00004189564,0.00001347559,0.000007576537,0.00001203491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01815767,"threshold_uncertainty_score":0.9878706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290538526077152,"score_gpt":0.3437792019578024,"score_spread":0.3208738166970309,"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."}}