{"id":"W4408797444","doi":"10.1016/j.labinv.2024.102347","title":"123 Pure Ductal Carcinoma in Situ Call Rate and Blocking: An Observational Study (2011-2020)","year":2025,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; McMaster University","funders":"","keywords":"Observational study; Ductal carcinoma; In situ; Blocking (statistics); Medicine; Carcinoma; Oncology; Internal medicine; Chemistry; Cancer; Mathematics; Breast cancer; Statistics","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":[0.001117891,0.0004947034,0.0006361576,0.001490722,0.0008672006,0.001795079,0.001179492,0.001227545,0.003018285],"category_scores_gemma":[0.00299555,0.001246377,0.001289422,0.003202608,0.0004128518,0.00099064,0.001115382,0.001711395,0.001742492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128688,"about_ca_system_score_gemma":0.001547792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05032797,"about_ca_topic_score_gemma":0.05814471,"domain_scores_codex":[0.9985461,0.0002417439,0.0002250835,0.000337995,0.0002571165,0.0003919455],"domain_scores_gemma":[0.9954918,0.0004718395,0.002439771,0.0004453188,0.0004636033,0.0006876958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001597877,0.00006727546,0.998787,0.00001407848,0.0001000672,0.0000617339,0.00004439954,0.00001614728,0.00006462498,0.00001054238,0.0003290003,0.000345474],"study_design_scores_gemma":[0.00001356114,0.0000673156,0.9988788,0.00001122435,0.00008833047,0.0002150136,0.0002270556,0.00009990615,0.00004017061,0.0000102812,0.0003380065,0.0000102687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918839,0.000365393,0.0001638809,0.0000610862,0.00002178115,0.00002835611,0.006539688,0.00001137212,0.0009244971],"genre_scores_gemma":[0.9903842,0.0002655397,0.0001290001,0.0001761984,0.00004612377,0.00006902466,0.007691527,0.00001543459,0.001222851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05032797,"threshold_uncertainty_score":0.1000701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05404335534413566,"score_gpt":0.3066740809661856,"score_spread":0.25263072562205,"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."}}