{"id":"W2153543672","doi":"10.1093/jnci/djq465","title":"Response: Re: Breast Tissue Composition and Susceptibility to Breast Cancer","year":2010,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Breast cancer; Oncology; Composition (language); Internal medicine; Medicine; Cancer; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006139089,0.0001178689,0.0001976323,0.0001914188,0.0001432685,0.00005994314,0.0001640636,0.00005384846,0.0001238311],"category_scores_gemma":[0.00009909694,0.00007909924,0.0001130499,0.0003953042,0.0002031043,0.0004950309,0.00004717118,0.0004029893,0.000002590345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226716,"about_ca_system_score_gemma":0.0006131124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001188997,"about_ca_topic_score_gemma":0.0002681749,"domain_scores_codex":[0.998674,0.00003846544,0.0003092441,0.00014248,0.0006906397,0.0001451434],"domain_scores_gemma":[0.9985157,0.00005294117,0.0001976335,0.0001093587,0.0009207492,0.0002036235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01050343,0.0004755858,0.1635872,0.0001183393,0.0003841783,0.00005217881,0.0004898653,0.0006101539,0.6700422,0.001245169,0.03077065,0.121721],"study_design_scores_gemma":[0.00109062,0.00007204019,0.9581946,0.0003311643,0.00008905394,0.005936558,0.00001663003,0.00002786349,0.004549602,0.0003329856,0.02924344,0.0001154078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9314966,0.0001112989,0.00005214343,0.06533909,0.001746944,0.0001747494,0.0003683628,0.00001023786,0.0007005343],"genre_scores_gemma":[0.9954901,0.00001973503,0.0004000462,0.002665245,0.00120786,0.000007395721,0.000002502633,0.000009454616,0.0001976218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7946074,"threshold_uncertainty_score":0.3225574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125774143142544,"score_gpt":0.338542994400987,"score_spread":0.3172852529695615,"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."}}