{"id":"W4387344145","doi":"10.1177/22925503231203224","title":"Commentary: Examination of Sensory Recovery of Breasts Reconstructed With Silicone Breast Implants After Nipple-Sparing Mastectomy","year":2023,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Silicone; Medicine; Mastectomy; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003446381,0.0002130628,0.000644323,0.0007053376,0.00003807411,0.000008094729,0.00004382894,0.0001249082,0.0001996298],"category_scores_gemma":[0.0001188246,0.0001772052,0.0001163536,0.0005904345,0.0001830421,0.0001568813,0.00003637104,0.0001624402,0.00002187936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005089919,"about_ca_system_score_gemma":0.000102395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001060615,"about_ca_topic_score_gemma":0.00003855848,"domain_scores_codex":[0.9984146,0.00009255543,0.0005705098,0.0002747741,0.0003213958,0.00032615],"domain_scores_gemma":[0.9960925,0.003083302,0.0003196701,0.0002203063,0.000159591,0.0001246427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002862719,0.0001092163,0.7986891,0.0006388984,0.0003343248,0.000151865,0.0001104316,0.00002244118,0.007303844,0.000002606589,0.0005769893,0.1891975],"study_design_scores_gemma":[0.001146243,0.00008699905,0.9500078,0.001249445,0.0001868775,0.03946323,0.0003078245,0.0003142288,0.007024527,0.000006345061,0.00001500633,0.0001914899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977048,0.00002738241,0.00005743736,0.00008884273,0.001334289,0.0001767152,0.0003991083,0.0001014428,0.0001099851],"genre_scores_gemma":[0.999275,0.00002428642,0.0001361647,0.00001418738,0.0001552908,0.00001969106,0.0002986336,0.00003229794,0.00004442045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.189006,"threshold_uncertainty_score":0.7226217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788248896421045,"score_gpt":0.2197078579151185,"score_spread":0.201825368950908,"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."}}