{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005734002,0.0003386556,0.0008482634,0.001906826,0.0004032365,0.001751773,0.001171516,0.001585306,0.002694405],"category_scores_gemma":[0.06035181,0.0003727228,0.00056796,0.003226811,0.001280567,0.001834617,0.0006666576,0.001120304,0.0007463771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007259093,"about_ca_system_score_gemma":0.001033213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001935844,"about_ca_topic_score_gemma":0.00251962,"domain_scores_codex":[0.9939731,0.002484597,0.001004421,0.0005901629,0.001493299,0.0004543621],"domain_scores_gemma":[0.9316864,0.03384275,0.02453601,0.001876929,0.006113531,0.001944466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001246514,0.00003495884,0.9777867,0.0002071285,0.00006201796,0.0002437068,0.00006418224,0.00004057404,0.0000823363,0.00005993162,0.001608113,0.01968573],"study_design_scores_gemma":[0.00001567821,0.00010908,0.9918264,0.0005759329,0.0001314641,0.003264698,0.0004436058,0.0003322875,0.0001597625,0.0003312617,0.002790798,0.00001889916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8611691,0.08131362,0.001552808,0.03824237,0.001208824,0.00008036919,0.00162914,0.00006901734,0.01473478],"genre_scores_gemma":[0.9847518,0.0103402,0.0009462766,0.001869072,0.001410943,0.00002171836,0.0004588134,0.00001226688,0.0001889961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005734002,"threshold_uncertainty_score":0.03032464,"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."}}