{"id":"W2077314684","doi":"10.1007/s12609-012-0079-3","title":"Options for Surgical Prophylaxis and Reconstruction","year":2012,"lang":"en","type":"article","venue":"Current Breast Cancer Reports","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Medicine; Mastectomy; Surgical oncology; Breast reconstruction; Breast cancer; Risk stratification; Mammaplasty; Prophylactic Mastectomy; Breast reduction; Reduction (mathematics); Surgery; General surgery; Intensive care medicine; Cancer; Internal medicine","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":[0.000520552,0.0006011649,0.0003851732,0.001366649,0.0008775352,0.001070842,0.0006568149,0.001206009,0.05445127],"category_scores_gemma":[0.001193225,0.0001022478,0.0006886511,0.0004951778,0.0004782931,0.0009223682,0.0008330056,0.001523333,0.005627668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002760158,"about_ca_system_score_gemma":0.0006263428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001505294,"about_ca_topic_score_gemma":0.0003660033,"domain_scores_codex":[0.9997295,0.00004920622,0.0000226741,0.00003121351,0.00008066352,0.0000867392],"domain_scores_gemma":[0.9996262,0.0001361122,0.00006324006,0.00004146329,0.00003069698,0.0001022516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003292777,0.000487016,0.01179868,0.0006296598,0.00007566081,0.008337005,0.0001574331,0.001161035,0.00564719,0.05174103,0.03346047,0.8861757],"study_design_scores_gemma":[0.0002275894,0.001351264,0.03849742,0.003690109,0.0002579598,0.1238984,0.001335135,0.001828658,0.007467631,0.1224518,0.6988978,0.000096254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1010999,0.209893,0.05807001,0.07048739,0.006468351,0.0003137054,0.001289748,0.0007057671,0.551672],"genre_scores_gemma":[0.7187353,0.1050329,0.02727981,0.01063855,0.0148544,0.0005504271,0.001540086,0.0001633119,0.1212052],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05445127,"threshold_uncertainty_score":0.1821576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252469024342696,"score_gpt":0.3244367413235639,"score_spread":0.2991898388892943,"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."}}