{"id":"W3215430387","doi":"10.1097/prs.0000000000008506","title":"Direct-to-Implant Prepectoral Breast Reconstruction: Patient-Reported Outcomes","year":2021,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Resection; Breast cancer; MEDLINE; Complication","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":[0.001154955,0.0002638245,0.0003257795,0.0004970388,0.0001612932,0.0005851639,0.0002410227,0.0003108543,0.001982107],"category_scores_gemma":[0.003421967,0.00008487253,0.0005908464,0.0004720773,0.0002583525,0.0004249182,0.0004529801,0.0004254076,0.0002474878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002507903,"about_ca_system_score_gemma":0.0001527248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002680148,"about_ca_topic_score_gemma":0.0004075617,"domain_scores_codex":[0.9993832,0.0001916141,0.00008042837,0.00006633465,0.0001953745,0.00008306347],"domain_scores_gemma":[0.9969766,0.0007898136,0.001574356,0.00009346097,0.0002733723,0.0002923287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009331272,0.0003796917,0.9700819,0.0001046694,0.000177086,0.0001239386,0.0001455665,0.0002997761,0.0003947488,0.00001936415,0.0002220558,0.02711807],"study_design_scores_gemma":[0.00006660121,0.002724561,0.9935911,0.00004051771,0.0001900925,0.001609165,0.0002495473,0.0005677814,0.000525078,0.00003491959,0.0003847701,0.00001593782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984547,0.0006755008,0.0001055357,0.00004651825,0.000008089412,0.00001340089,0.000218174,0.000004595935,0.0004734231],"genre_scores_gemma":[0.9995201,0.0001104731,0.00006296454,0.00001348778,0.000006971703,0.000006072836,0.0002056134,8.617345e-7,0.00007343631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001982107,"threshold_uncertainty_score":0.006630778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190724242178579,"score_gpt":0.2419529317404271,"score_spread":0.2228805075225692,"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."}}