{"id":"W1608930865","doi":"10.1177/229255031101900410","title":"The Effect of Incision Choice On Outcomes of Nipple-Sparing Mastectomy Reconstruction","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inframammary fold; Medicine; Surgery; Mastectomy; Breast reconstruction; Mammaplasty; Implant; Breast cancer; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000698101,0.000111527,0.0004772784,0.0005280559,0.00008048258,0.000006616878,0.00006894242,0.00008614102,0.0001052176],"category_scores_gemma":[0.001532729,0.00006498914,0.0002471738,0.0001612276,0.0001595545,0.00008025563,0.000004440597,0.0002320443,0.000003442286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007666126,"about_ca_system_score_gemma":0.0004938909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452235,"about_ca_topic_score_gemma":0.001784847,"domain_scores_codex":[0.9988797,0.00008707982,0.0005860965,0.00007400872,0.0001802409,0.0001928362],"domain_scores_gemma":[0.9950027,0.003890384,0.000552016,0.0001213959,0.0001532127,0.0002802764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003815672,0.000005213426,0.8821456,0.00004815538,0.0001414405,0.00003182758,0.00004171262,0.00000563906,0.0001332192,0.00001270851,0.0001873345,0.1168656],"study_design_scores_gemma":[0.00071924,0.0004009598,0.9770994,0.0008259281,0.0001893049,0.01348517,0.0001018299,0.00002499491,0.006941371,0.00002632628,0.0001129525,0.00007253901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995131,0.0001108721,0.00004367731,0.00002587491,0.004208839,0.00007171886,0.000007980303,0.000002984905,0.0003970945],"genre_scores_gemma":[0.999759,0.00000942321,0.00004443133,0.000003872484,0.0001464559,8.491247e-7,0.000001090549,0.00001030073,0.00002456882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167931,"threshold_uncertainty_score":0.265018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724718968407856,"score_gpt":0.2284944343219246,"score_spread":0.2012472446378461,"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."}}