{"id":"W2514039490","doi":"10.3747/co.23.2881","title":"Is Clinical Breast Examination Important for Breast Cancer Detection?","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Mammography; Breast cancer; Ductal carcinoma; Physical examination; Radiology; Oncology; Erythema; Cancer; Internal medicine; Gynecology; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006086479,0.0001158481,0.0003082761,0.00006197966,0.00006694616,0.000005979036,0.00007788825,0.0001490454,0.0005626539],"category_scores_gemma":[0.0001158734,0.00007598123,0.0001532073,0.0001057568,0.0001087246,0.00009530038,0.00003033938,0.0001342086,0.00003440816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004164668,"about_ca_system_score_gemma":0.0003161642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003543573,"about_ca_topic_score_gemma":0.0001596738,"domain_scores_codex":[0.9986957,0.00006178555,0.0004657248,0.000329116,0.0001704973,0.0002771509],"domain_scores_gemma":[0.9989311,0.0001684617,0.0001945779,0.0001751655,0.0003597126,0.0001709646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000362097,0.0001196784,0.2407214,0.00002362949,0.00002954442,0.000004296931,0.00003206168,4.274305e-8,0.0006700318,0.00005096671,0.004585605,0.7534007],"study_design_scores_gemma":[0.003110997,0.0007011619,0.8542152,0.0002089708,0.0001570827,0.000482315,0.00006108438,0.0001573515,0.0004072571,0.0001814183,0.1401944,0.0001227772],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965396,0.001701207,0.0103856,0.01524402,0.005063857,0.0008922862,0.0005710531,0.0001070616,0.0006388568],"genre_scores_gemma":[0.9964708,0.0008114423,0.0001265149,0.000574963,0.001608779,0.0001560682,0.000007388698,0.00001313987,0.0002308768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7532779,"threshold_uncertainty_score":0.6160666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2815227829869395,"score_gpt":0.5202189087311313,"score_spread":0.2386961257441918,"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."}}