{"id":"W2062283436","doi":"10.14740/jcs262w","title":"Immediate Chest Wall Reconstruction After Oncoplastic Surgery","year":2015,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Rib cage; Resection; Sternum; Thoracic wall; Anatomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003092047,0.0005028773,0.0003123611,0.0004500083,0.0004302746,0.0004028161,0.0003216425,0.0003354422,0.002461906],"category_scores_gemma":[0.001169201,0.000146436,0.0004332584,0.0002441439,0.0004543776,0.0003485127,0.0006082414,0.0005469812,0.0004380769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001234977,"about_ca_system_score_gemma":0.0002279887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008728466,"about_ca_topic_score_gemma":0.0002328484,"domain_scores_codex":[0.9997128,0.00007228235,0.00002694223,0.00004782171,0.00005231646,0.00008785791],"domain_scores_gemma":[0.999311,0.0002523043,0.0002081932,0.00005619928,0.00002420413,0.0001481455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002313572,0.001029014,0.5236015,0.0007843702,0.0001701275,0.2756982,0.00171914,0.001310522,0.06160983,0.0004370443,0.0007860469,0.1305406],"study_design_scores_gemma":[0.00008915883,0.004042337,0.2416186,0.0001406528,0.00008270668,0.7315356,0.0009951429,0.0007990671,0.01601289,0.0002309988,0.004421704,0.00003123358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958448,0.001522407,0.001163052,0.00004264025,0.00002347217,0.0000158268,0.00002601227,0.0000146769,0.001347155],"genre_scores_gemma":[0.9984793,0.0004265906,0.0005581796,0.00003724076,0.00002515629,0.00001082231,0.00007091076,0.000004390388,0.0003873802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002461906,"threshold_uncertainty_score":0.008235931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05849209630651244,"score_gpt":0.2961907291222614,"score_spread":0.2376986328157489,"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."}}