{"id":"W2323951299","doi":"10.1158/0008-5472.sabcs12-p4-17-08","title":"Abstract P4-17-08: Tissue Expander/Implant Breast Reconstruction with and without Postmastectomy Radiation: Predictive Factors for Complications","year":2012,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Breast reconstruction; Implant; Surgery; Capsular contracture; Mastectomy; Complication; Radiation therapy; Breast cancer; Wound dehiscence; Incidence (geometry); 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":[0.0006428699,0.0003190843,0.000237561,0.001052826,0.0002404543,0.0005007935,0.0003945685,0.00042173,0.004831743],"category_scores_gemma":[0.004434018,0.0001532219,0.0005745947,0.0009732613,0.0002354912,0.0003590542,0.0002896981,0.000517671,0.0004807253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002820386,"about_ca_system_score_gemma":0.0005607848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107281,"about_ca_topic_score_gemma":0.001124011,"domain_scores_codex":[0.9996163,0.00009486431,0.00007409292,0.00004512731,0.0001057129,0.00006392401],"domain_scores_gemma":[0.9935805,0.001754044,0.003521859,0.0001280678,0.0004328418,0.0005828814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005571397,0.00001691546,0.998302,0.000009424508,0.00001539399,0.00007335801,0.000003998405,0.00002722218,0.00004850763,0.000003636657,0.0001482837,0.001295533],"study_design_scores_gemma":[0.00001327104,0.0001505325,0.9967363,0.00002251701,0.00004327166,0.002208333,0.00006081095,0.0002962337,0.0002157027,0.0000171775,0.0002327548,0.000003034042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982893,0.0005674508,0.0001595172,0.0001282862,0.0000127709,0.0000157017,0.0004616605,0.00001011236,0.0003551925],"genre_scores_gemma":[0.9986524,0.000207424,0.0002393021,0.00004288286,0.00003844904,0.0000137636,0.0006441363,0.000008653282,0.0001529681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004831743,"threshold_uncertainty_score":0.01616377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06859993020559971,"score_gpt":0.3798482124777625,"score_spread":0.3112482822721628,"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."}}