{"id":"W2906511808","doi":"10.1177/0969141318816736","title":"Breast cancer subtype and screening sensitivity in the Quebec Mammography Screening Program","year":2018,"lang":"en","type":"article","venue":"Journal of Medical Screening","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Mammography; Breast cancer; Confidence interval; Internal medicine; Cancer; Oncology; Breast cancer screening; Logistic regression; Cancer screening; Mammography screening; Gynecology; Obstetrics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002450798,0.0002277793,0.0002232256,0.0007787091,0.000457653,0.0007197435,0.0007179333,0.000369867,0.001492161],"category_scores_gemma":[0.01388063,0.0001990447,0.0004427647,0.001484896,0.0003177308,0.0003480602,0.0003394425,0.0004355372,0.0001490598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007209846,"about_ca_system_score_gemma":0.002737893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9171002,"about_ca_topic_score_gemma":0.9086139,"domain_scores_codex":[0.9983347,0.0007058421,0.00008903062,0.0002348982,0.0004026958,0.0002328332],"domain_scores_gemma":[0.9916022,0.003448519,0.002389164,0.0003571807,0.001629853,0.000573129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005554101,0.00001690465,0.9956223,0.00001157753,0.00007723064,0.0000287868,0.00008993375,0.0003259349,0.00007994076,0.0000362115,0.0005176699,0.003137927],"study_design_scores_gemma":[0.000003745346,0.00002032518,0.9987312,0.00001208074,0.00001885157,0.00003317435,0.00004983092,0.0008677344,0.00003797036,0.00001241895,0.0002089735,0.000003611744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924052,0.0009055322,0.0004499868,0.0005635471,0.00001437864,0.00004939521,0.002782067,0.00003432121,0.002795534],"genre_scores_gemma":[0.9985918,0.0001036301,0.0002114674,0.00007189239,0.000003907362,0.000008901648,0.0006086265,0.000004558848,0.000395155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08289981,"threshold_uncertainty_score":0.166776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522273409330219,"score_gpt":0.3075378615457206,"score_spread":0.2923151274524184,"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."}}