{"id":"W2026319779","doi":"10.1097/sap.0b013e3181877b26","title":"One Hundred Forty-One Consecutive Attempts at Autologous Tissue Single-Stage Breast Cancer Reconstruction","year":2009,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Breast reconstruction; Surgery; Breast cancer; Stage (stratigraphy); Rectus abdominis muscle; Single stage; Perforator flaps; Cancer","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":[0.0007420318,0.0003628152,0.0004431536,0.001361749,0.0003652431,0.000558588,0.0003067635,0.000373595,0.001978871],"category_scores_gemma":[0.004092512,0.000453359,0.0005166041,0.001208184,0.000323352,0.0003640943,0.0003762713,0.0002395838,0.0006857361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003858241,"about_ca_system_score_gemma":0.0004107485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008082553,"about_ca_topic_score_gemma":0.00231378,"domain_scores_codex":[0.9986313,0.0002877543,0.0002392423,0.0001966628,0.0004787832,0.0001662073],"domain_scores_gemma":[0.9973528,0.001166794,0.0008916273,0.0001195815,0.0003138039,0.0001554608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000479772,0.0002128155,0.8476447,0.001052665,0.0002788005,0.008297428,0.002290035,0.0002047232,0.003403198,0.0001046035,0.002857335,0.133174],"study_design_scores_gemma":[0.00003898053,0.001837065,0.9309694,0.000293306,0.0001819243,0.04854765,0.001235155,0.0002746236,0.001621527,0.00006126296,0.01489961,0.00003947118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768983,0.01862154,0.0009116936,0.00009556371,0.00007879418,0.0001283851,0.0004252324,0.00003757044,0.002802899],"genre_scores_gemma":[0.9803253,0.01339393,0.001556527,0.0004124746,0.0001588889,0.0001485058,0.001348596,0.0000178071,0.002637939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001978871,"threshold_uncertainty_score":0.00661999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07699488456867831,"score_gpt":0.3144663309383504,"score_spread":0.2374714463696721,"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."}}