{"id":"W2156562395","doi":"10.1093/jnci/djp241","title":"The Contribution of Clinical Breast Examination to the Accuracy of Breast Screening","year":2009,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Mammography; Medicine; Breast cancer; Breast cancer screening; Obstetrics; Gynecology; Mammography screening; Cancer; Internal medicine","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":[0.01229105,0.0003833342,0.0005386313,0.001519574,0.0003100566,0.001446951,0.001002497,0.0008817309,0.0008878455],"category_scores_gemma":[0.1349614,0.0003532708,0.0004758316,0.0009834198,0.00118007,0.0008284762,0.0007560761,0.0007312489,0.0003113885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204838,"about_ca_system_score_gemma":0.0009356412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0119074,"about_ca_topic_score_gemma":0.009799322,"domain_scores_codex":[0.9880809,0.005454801,0.001114203,0.001057333,0.003719479,0.0005732827],"domain_scores_gemma":[0.8647165,0.09565379,0.01915223,0.005833475,0.01281521,0.001828824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002298894,0.00001361435,0.9894828,0.00004605657,0.0001175349,0.00002862443,0.00003382646,0.0001749284,0.000066756,0.00001814626,0.0001650076,0.009622908],"study_design_scores_gemma":[0.00001266661,0.000164569,0.9970188,0.00005743876,0.0001371938,0.0004899454,0.00003980686,0.001097092,0.0003611703,0.00009703107,0.0005143651,0.00000985737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778786,0.01255195,0.001367367,0.002190441,0.0001532845,0.00005297067,0.000731181,0.00005962824,0.005014541],"genre_scores_gemma":[0.9984671,0.0006417414,0.0004148108,0.0001255338,0.00008201392,0.000004615416,0.000164571,0.000005725388,0.00009378682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01229105,"threshold_uncertainty_score":0.06500202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1418636644976164,"score_gpt":0.4518273196862595,"score_spread":0.3099636551886431,"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."}}