{"id":"W2051862762","doi":"10.1158/0008-5472.sabcs-4086","title":"Breast complaints and cancer: age stratified predictors of risk from a prospective database.","year":2009,"lang":"en","type":"article","venue":"Cancer Research","topic":"Male Breast Health Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Breast cancer; Nipple discharge; Malignancy; Prospective cohort study; Cancer; Odds ratio; Breast disease; Internal medicine; Gynecology; Mammography","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":[0.0005285779,0.0001383082,0.0004190166,0.0001529936,0.0001950096,0.00001476619,0.000121013,0.00006386163,0.0003135282],"category_scores_gemma":[0.0001520495,0.0001140077,0.00003089655,0.0003707357,0.0004157012,0.00006906101,0.00009436256,0.0005971051,0.000004991281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002779129,"about_ca_system_score_gemma":0.0004763452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0202741,"about_ca_topic_score_gemma":0.003559001,"domain_scores_codex":[0.997957,0.0001519609,0.0002736648,0.0004331009,0.0007281352,0.0004561349],"domain_scores_gemma":[0.9985694,0.0002545292,0.00008778877,0.0003638348,0.0004445117,0.0002799002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003685083,0.000355224,0.8940443,0.0005604653,0.0003548827,0.000132937,0.005126373,0.000004131338,0.01326673,0.0003993845,0.008926,0.07314451],"study_design_scores_gemma":[0.001869073,0.0002500689,0.9935252,0.0006575605,0.00005741368,0.00001662313,0.0006311362,0.00004530466,0.002099546,0.0004252084,0.0003338817,0.00008899811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874321,0.005574995,0.00001017028,0.001455332,0.00009171342,0.001015206,0.002984716,0.00003303618,0.001402789],"genre_scores_gemma":[0.9945353,0.004413098,0.0001535492,0.00006059226,0.0004512969,0.0001426435,0.00005151141,0.0000146571,0.0001773329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0994809,"threshold_uncertainty_score":0.98625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07736496850916258,"score_gpt":0.4308964482259522,"score_spread":0.3535314797167896,"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."}}