{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001550878,0.0003226985,0.0006798889,0.001913399,0.0004488522,0.0009110434,0.0005595805,0.000829106,0.003628299],"category_scores_gemma":[0.003832332,0.0006835685,0.0009903942,0.003904131,0.0002113394,0.001090236,0.0008434862,0.001011828,0.0007438996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362042,"about_ca_system_score_gemma":0.0005051324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008806071,"about_ca_topic_score_gemma":0.009447117,"domain_scores_codex":[0.998879,0.0003176338,0.0001947829,0.0002615347,0.0002129075,0.0001341118],"domain_scores_gemma":[0.9957082,0.001182373,0.001840141,0.0003190632,0.0003453002,0.0006048079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002427011,0.00004416798,0.9986737,0.00002390805,0.00007745987,0.00005830168,0.00002692873,0.00003915519,0.00003775327,0.000008046442,0.0003488612,0.0004191665],"study_design_scores_gemma":[0.00003665295,0.0001307056,0.9986537,0.00001736741,0.00007758889,0.00023479,0.0001229872,0.0004097199,0.0000232711,0.00001422746,0.00027245,0.00000647768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988622,0.0006081187,0.0001024863,0.0001085374,0.00001629429,0.0000501163,0.009817191,0.00001269431,0.0006625861],"genre_scores_gemma":[0.9897738,0.0003872344,0.0002405208,0.0001007557,0.00003117655,0.0001101499,0.009011425,0.000009849615,0.00033511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008806071,"threshold_uncertainty_score":0.01750964,"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."}}