{"id":"W4407798676","doi":"10.1177/08465371251322076","title":"Supplemental Screening for Breast Cancer and Implementation","year":2025,"lang":"en","type":"letter","venue":"Canadian Association of Radiologists Journal","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Dalhousie University","funders":"","keywords":"Medicine; Breast cancer; Breast cancer screening; Cancer; Medical physics; Mammography; Internal medicine","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":[0.005712772,0.0004796981,0.0006015205,0.0009876532,0.006932605,0.004542382,0.002457622,0.05571238,0.02716027],"category_scores_gemma":[0.03862496,0.0007360921,0.001229026,0.000819301,0.002446299,0.002420224,0.003365896,0.02795621,0.00366862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01368504,"about_ca_system_score_gemma":0.06723998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1849905,"about_ca_topic_score_gemma":0.3670051,"domain_scores_codex":[0.9929191,0.001364913,0.0006498672,0.000385612,0.001998422,0.00268199],"domain_scores_gemma":[0.9716766,0.009109116,0.001073925,0.0005922775,0.004422209,0.01312589],"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":[0.00003082847,0.0001127803,0.002863734,0.00003308506,0.000005857178,0.001342407,0.000186204,0.00005318666,0.0001598947,0.00326361,0.9792457,0.01270275],"study_design_scores_gemma":[0.0001785515,0.0001792389,0.02042521,0.0006390268,0.00004220896,0.002103784,0.001434723,0.0008457482,0.0002872329,0.006899848,0.9668855,0.0000788923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001023505,0.0002639066,0.00005944872,0.9831659,0.00487291,0.00002566591,0.00005870023,0.00002488717,0.01050513],"genre_scores_gemma":[0.01065915,0.0005492425,0.0004026465,0.9518953,0.01064403,0.00008176851,0.0001154755,0.000025494,0.02562684],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1849905,"threshold_uncertainty_score":0.3678274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394712439243163,"score_gpt":0.3017083476900663,"score_spread":0.2877612232976347,"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."}}