{"id":"W4386843353","doi":"10.1177/08465371231192391","title":"Canadian Association of Radiologists Breast Disease Imaging Referral Guideline","year":2023,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Women's College Hospital; Princess Margaret Cancer Centre; Centre Hospitalier de l’Université de Montréal; Saskatoon City Hospital; North York General Hospital","funders":"Canadian Medical Association","keywords":"Medicine; Guideline; Grading (engineering); Referral; Breast imaging; Medical physics; Appropriate Use Criteria; MEDLINE; Asymptomatic; Appropriateness criteria; Family medicine; Mammography; Radiology; Breast cancer; Pathology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.007909618,0.0009288613,0.00105349,0.007575345,0.003069653,0.002707094,0.004212467,0.003670072,0.01448691],"category_scores_gemma":[0.04045454,0.0006211906,0.001972667,0.008297042,0.001073645,0.00145557,0.001632072,0.004163065,0.004463604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03537513,"about_ca_system_score_gemma":0.1525161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7538041,"about_ca_topic_score_gemma":0.8948925,"domain_scores_codex":[0.9885781,0.002060608,0.00192598,0.0005363773,0.006014458,0.0008845218],"domain_scores_gemma":[0.9526092,0.002494101,0.001556045,0.0003852169,0.04059944,0.002356031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003094453,0.00003041929,0.001577725,0.003960095,0.00007253309,0.0001846797,0.0003032829,0.0002360181,0.0001804384,0.004176114,0.916977,0.07227092],"study_design_scores_gemma":[0.000106354,0.00002693026,0.006591142,0.02108211,0.0003230776,0.0004029387,0.0004078149,0.0002554604,0.000145994,0.002201054,0.9683858,0.00007116851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003800041,0.2458232,0.007741645,0.3244867,0.01211256,0.00590157,0.03537085,0.0008567523,0.3639067],"genre_scores_gemma":[0.07130674,0.4941606,0.1507555,0.1067758,0.004000474,0.006721955,0.07226263,0.0003651944,0.09365118],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2461959,"threshold_uncertainty_score":0.4952916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0392075110948485,"score_gpt":0.3207428686237699,"score_spread":0.2815353575289214,"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."}}