{"id":"W4410893866","doi":"10.1148/rycan.240046","title":"Impact of Method of Detection of Breast Cancer on Clinical Outcomes in Individuals Aged 40 Years or Older","year":2025,"lang":"en","type":"article","venue":"Radiology Imaging Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Breast cancer; Medicine; Odds; Mastectomy; Cancer; Oncology; Internal medicine; Odds ratio; Logistic regression","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001607426,0.0002389603,0.0003304897,0.0004877865,0.0001733131,0.0006241297,0.0002908885,0.0005281138,0.001648798],"category_scores_gemma":[0.01249227,0.0001914883,0.0009624395,0.0004856822,0.0002097895,0.0004497982,0.0004987812,0.0006226962,0.000142454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145462,"about_ca_system_score_gemma":0.0004321227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006742693,"about_ca_topic_score_gemma":0.01216742,"domain_scores_codex":[0.9988161,0.0006293451,0.00008991526,0.0001393618,0.0001786762,0.0001465986],"domain_scores_gemma":[0.9938055,0.003193038,0.001968361,0.0002770883,0.0003179819,0.0004379348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000586272,0.00004844425,0.9943284,0.00003182052,0.0002403482,0.00003812739,0.00004815673,0.00004375689,0.00008474263,0.00002025849,0.0001760879,0.004353493],"study_design_scores_gemma":[0.00002743372,0.0002194073,0.9988419,0.00002784104,0.0001825029,0.0001043235,0.00008098446,0.000211434,0.00004704409,0.00003112552,0.0002217217,0.000004275405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939451,0.003513827,0.0001302688,0.0005269408,0.00007124706,0.00001130501,0.0004253375,0.000007531547,0.0013685],"genre_scores_gemma":[0.9989933,0.0004086252,0.00006901883,0.00008909022,0.00005621062,0.000005253237,0.0001565781,0.000002876692,0.0002190141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006742693,"threshold_uncertainty_score":0.01340687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06861332755333432,"score_gpt":0.4882762081578622,"score_spread":0.4196628806045278,"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."}}