{"id":"W2047000726","doi":"10.1097/00000637-200045050-00017","title":"A Guide to Establishing the Risk for Breast Cancer in the Plastic Surgery Patient","year":2000,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; Family history; Genetic testing; Plastic surgery; Population; Breast reconstruction; Genetic counseling; Risk assessment; Risk factor; Breast reduction; Surgery; General surgery; Gynecology; Cancer; Internal medicine; Environmental health","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":[0.002141511,0.0001415777,0.0003777779,0.0001930281,0.0001101151,0.00003016751,0.0001026526,0.000125514,0.0003561254],"category_scores_gemma":[0.005295163,0.00007379004,0.0002670409,0.0005492726,0.0002123635,0.00007042584,0.00001868677,0.0002437528,0.000008036418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001916228,"about_ca_system_score_gemma":0.000321415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009701407,"about_ca_topic_score_gemma":0.0001818954,"domain_scores_codex":[0.9981204,0.0001527863,0.0006086483,0.000217029,0.0005444355,0.0003566633],"domain_scores_gemma":[0.9632662,0.03601066,0.0001625325,0.0002393529,0.0001987495,0.0001224871],"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":[0.001676597,0.0004428948,0.1107068,0.0003230947,0.000211992,0.00002705676,0.001655493,0.003809084,0.0001118009,0.0001260184,0.2339784,0.6469307],"study_design_scores_gemma":[0.0001550104,0.00006299593,0.963071,0.0008616057,0.00008233252,0.00001628596,0.0002798727,0.001827521,0.00007490943,0.0001973193,0.03324353,0.0001275907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821015,0.0004345918,0.0003112845,0.01529293,0.001095011,0.000331865,0.0003133482,0.00001558316,0.000103865],"genre_scores_gemma":[0.996883,0.0006253647,0.00001346754,0.001908629,0.0003742777,0.00008936546,0.00002274707,0.00001734749,0.00006584304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8523642,"threshold_uncertainty_score":0.6339186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0509730446589653,"score_gpt":0.3288480827414882,"score_spread":0.277875038082523,"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."}}