{"id":"W4404416316","doi":"10.3390/curroncol31110533","title":"Guidance for Canadian Breast Cancer Practice: National Consensus Recommendations for Clinical Staging of Patients Newly Diagnosed with Breast Cancer","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Mount Sinai Hospital; Princess Margaret Cancer Centre; Occupational Cancer Research Centre; Ottawa Hospital; Juravinski Cancer Centre; McGill University Health Centre; Jewish General Hospital; Sunnybrook Health Science Centre; Alberta Health Services; London Health Sciences Centre; University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Excellence; Health care; Triage; Family medicine; Medical physics; Cancer; Medical emergency; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05948078,0.001162363,0.001193789,0.0089174,0.007853281,0.004728876,0.00687606,0.006430399,0.01351727],"category_scores_gemma":[0.1492061,0.001062766,0.003480259,0.007075069,0.003406206,0.002994931,0.005440903,0.00669431,0.003604768],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08132736,"about_ca_system_score_gemma":0.3686911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8631742,"about_ca_topic_score_gemma":0.9068354,"domain_scores_codex":[0.9515318,0.02075915,0.006021333,0.001359828,0.01624164,0.004086307],"domain_scores_gemma":[0.8061452,0.02596415,0.005592813,0.002633778,0.1454969,0.01416718],"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":[0.00006068623,0.0001358824,0.005333888,0.002305022,0.00005722536,0.0003545359,0.005641298,0.0009669996,0.000383735,0.009596501,0.8471327,0.1280316],"study_design_scores_gemma":[0.0002654754,0.00008437986,0.02230376,0.0147621,0.000135901,0.0005991957,0.009978399,0.001933659,0.0004655921,0.01326876,0.935869,0.0003337931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01086318,0.02161797,0.04120506,0.7198609,0.01030223,0.01416138,0.01230666,0.001357543,0.1683251],"genre_scores_gemma":[0.1592406,0.0327179,0.6150194,0.09491365,0.001315254,0.02236374,0.02040569,0.0006527613,0.05337098],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9186726,"threshold_uncertainty_score":0.5900741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2928033965872203,"score_gpt":0.5457590423191346,"score_spread":0.2529556457319143,"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."}}