{"id":"W2312351971","doi":"10.1097/01.prs.0000396865.86920.4b","title":"178: A COMPARISON OF POSTOPERATIVE COMPLICATIONS BETWEEN MASTECTOMY AND IMMEDIATE BREAST RECONSTRUCTION: IMPACT ON INITIATION OF CHEMOTHERAPY","year":2011,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Mastectomy; Breast reconstruction; Reconstructive surgery; Chemotherapy; Breast surgery; Surgery; Breast cancer; General surgery; Plastic surgery; Internal medicine; 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":[0.0008457111,0.0002679936,0.0006640545,0.0007774293,0.0002367874,0.0004846573,0.0004351709,0.0004505494,0.006124545],"category_scores_gemma":[0.005295476,0.0001610134,0.001551835,0.0006906281,0.0002363318,0.0005573199,0.0004027654,0.0005960924,0.0006917501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005187374,"about_ca_system_score_gemma":0.0004642571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005492393,"about_ca_topic_score_gemma":0.001089116,"domain_scores_codex":[0.9991767,0.0002757203,0.0001323257,0.00009245931,0.0001857981,0.0001370096],"domain_scores_gemma":[0.9963064,0.001859327,0.001099286,0.0001266874,0.0002238395,0.0003843904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.119948,0.00319088,0.7788033,0.0004667949,0.001886897,0.0007801026,0.0002577666,0.0005149013,0.003803013,0.0002599628,0.001783889,0.08830439],"study_design_scores_gemma":[0.002168488,0.02791955,0.9627039,0.00008938725,0.0007860877,0.001629475,0.0005070255,0.0005946641,0.001595949,0.0002186904,0.001733964,0.00005282667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980869,0.0006880595,0.00009452066,0.00005741465,0.0000433322,0.0000232091,0.0002727833,0.000005304776,0.0007285541],"genre_scores_gemma":[0.9983773,0.0002672721,0.000147867,0.00006129578,0.00006495244,0.00003497728,0.0004884435,0.000007832672,0.0005501185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006124545,"threshold_uncertainty_score":0.02048868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04555704936639596,"score_gpt":0.2883688813771016,"score_spread":0.2428118320107057,"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."}}