{"id":"W4281857969","doi":"10.3390/curroncol29060313","title":"How Did CNBSS Influence Guidelines for So Long and What Can That Teach Us?","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Guideline; Mammography; Inclusion (mineral); Quality (philosophy); Breast cancer screening; Breast cancer; Family medicine; Cancer; Pathology; Psychology; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3475905,0.0007607134,0.002070841,0.005084599,0.006730209,0.02054755,0.005836737,0.01023069,0.007789464],"category_scores_gemma":[0.6694551,0.001707639,0.002224575,0.006704105,0.01237081,0.01613888,0.009546428,0.01657125,0.001654249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06768021,"about_ca_system_score_gemma":0.1994475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3162917,"about_ca_topic_score_gemma":0.4498629,"domain_scores_codex":[0.711085,0.1889978,0.02030604,0.01283494,0.05199987,0.01477629],"domain_scores_gemma":[0.3051634,0.4179884,0.05530246,0.03688961,0.1552628,0.02939332],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000553212,0.0003646646,0.06944966,0.00949413,0.001479256,0.0004229716,0.03041344,0.001470205,0.0006382162,0.1697658,0.2495287,0.4664197],"study_design_scores_gemma":[0.0008031567,0.0005461226,0.05501532,0.05033337,0.001785605,0.0003609372,0.02485732,0.002275243,0.001801659,0.1184685,0.7431625,0.0005903256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009452743,0.02398325,0.004867402,0.9420229,0.004856332,0.0003728224,0.0004430022,0.0001500735,0.01385157],"genre_scores_gemma":[0.3923102,0.02498395,0.02803609,0.5430301,0.00548234,0.001113249,0.000576194,0.0003325866,0.004135258],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6524096,"threshold_uncertainty_score":0.8045371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3489639966689294,"score_gpt":0.4844610404410358,"score_spread":0.1354970437721064,"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."}}