{"id":"W2054892698","doi":"10.3747/co.19.1137","title":"Combined Performance of Physical Examination, Mammography, and Ultrasonography for Breast Cancer Screening among Chinese Women: A Follow-Up study","year":2012,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; McNemar's test; Mammography; Breast cancer; Physical examination; Population; Stage (stratigraphy); Breast cancer screening; Confidence interval; Internal medicine; Cancer; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005308508,0.0001970538,0.0005451792,0.0002108893,0.0001106918,0.000008587446,0.00009677023,0.00006579571,0.00002529768],"category_scores_gemma":[0.00005329451,0.0001582509,0.0001258674,0.0004815678,0.0001989275,0.0002638527,0.00004807962,0.0001885903,5.41654e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008845277,"about_ca_system_score_gemma":0.00005677222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005273947,"about_ca_topic_score_gemma":0.00003866577,"domain_scores_codex":[0.9986805,0.0000742031,0.0002911798,0.0002466336,0.0002500684,0.0004574377],"domain_scores_gemma":[0.9990026,0.0001473906,0.0001856697,0.0001666717,0.0002614359,0.0002362859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009137073,0.000974829,0.8773098,0.0001655933,0.0001291226,6.223841e-7,0.005651829,0.0000026852,0.0001880624,0.00002030834,0.0001054929,0.114538],"study_design_scores_gemma":[0.005185516,0.003236985,0.9869924,0.0001430416,0.0001870169,0.00001395355,0.002983226,0.0006954771,0.00004706317,0.000009463191,0.0003577423,0.0001481761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973705,0.000812869,0.0001174003,0.00005518589,0.0005329351,0.0009475577,0.0000471575,0.00003321961,0.00008313636],"genre_scores_gemma":[0.998768,0.0001006766,0.0001223985,0.0000388849,0.0004130389,0.0005069345,0.00001663599,0.00001619205,0.00001721765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1143898,"threshold_uncertainty_score":0.6453283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07961989569104509,"score_gpt":0.4005209056823137,"score_spread":0.3209010099912686,"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."}}