{"id":"W3008817763","doi":"10.33425/2689-1093.1002","title":"Immediate Post-Mastectomy Reconstruction with Prosthesis Using the Total Posterior Pedicle Mammaplasty Design","year":2019,"lang":"en","type":"article","venue":"Surgical Research","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Mammaplasty; Prosthesis; Medicine; Mastectomy; Surgery; Breast reconstruction; Breast cancer; 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":[0.0002935077,0.0004511749,0.0002859268,0.0005536006,0.0001815072,0.0004357122,0.0007100489,0.000383862,0.002901225],"category_scores_gemma":[0.000341509,0.0002860577,0.000668186,0.0002749625,0.0002636638,0.0003318052,0.0004706019,0.0005010689,0.0004999085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083303,"about_ca_system_score_gemma":0.000176875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001101022,"about_ca_topic_score_gemma":0.0001882935,"domain_scores_codex":[0.9997261,0.0000396516,0.00003167548,0.00004844521,0.0001149618,0.00003905474],"domain_scores_gemma":[0.9999117,0.00002656586,0.00001469707,0.00002042095,0.00001240886,0.00001424617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00193434,0.000809786,0.008191401,0.0007715133,0.0003031238,0.003272507,0.0001816116,0.007286845,0.3268628,0.003496793,0.00212576,0.6447635],"study_design_scores_gemma":[0.001579389,0.03632383,0.1065057,0.0004283426,0.001484404,0.3076709,0.000288562,0.061196,0.3799864,0.008284661,0.09590548,0.0003462477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.605346,0.004358268,0.3723594,0.0005666222,0.0005192258,0.0002503011,0.000369269,0.001275319,0.0149556],"genre_scores_gemma":[0.9058179,0.0009791492,0.08715664,0.0002287881,0.0001161269,0.0001175334,0.0001976558,0.00009900513,0.00528727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002901225,"threshold_uncertainty_score":0.009705544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05813409723244491,"score_gpt":0.3302899326613257,"score_spread":0.2721558354288808,"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."}}