{"id":"W2998921136","doi":"10.1016/j.bjps.2019.12.013","title":"Immediate versus delayed autologous breast reconstruction","year":2020,"lang":"en","type":"letter","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada); St. Thomas Hospital","funders":"","keywords":"Medicine; Surgery; Breast reconstruction; Mammaplasty; Breast cancer; Internal medicine; Cancer","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":[0.001970303,0.0001703785,0.0004968158,0.0003011091,0.0007903252,0.001343988,0.0005337959,0.005838424,0.01258461],"category_scores_gemma":[0.006789385,0.0001339922,0.0003718001,0.0003068401,0.0008711802,0.0007114873,0.0004238504,0.003803771,0.001381426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067355,"about_ca_system_score_gemma":0.0008462044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005148018,"about_ca_topic_score_gemma":0.00239512,"domain_scores_codex":[0.9993435,0.0002625892,0.00007149616,0.00006506858,0.00009804947,0.0001593441],"domain_scores_gemma":[0.9962835,0.002928612,0.0001823266,0.00008191538,0.0001567992,0.0003669484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02588505,0.001716479,0.05264983,0.001281026,0.0001460402,0.08254448,0.000731125,0.001094329,0.00827559,0.03413096,0.3233553,0.4681898],"study_design_scores_gemma":[0.003069374,0.007287394,0.04555888,0.002308324,0.0003776499,0.1858675,0.003562904,0.003125248,0.005933147,0.03673711,0.7060462,0.0001261996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2145083,0.04035299,0.001326738,0.4722744,0.03562874,0.0001861967,0.0004364478,0.00006474239,0.2352215],"genre_scores_gemma":[0.728238,0.01245145,0.001573704,0.1777689,0.04863768,0.000120799,0.0001610065,0.00004389234,0.03100453],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01258461,"threshold_uncertainty_score":0.04209965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365919324772777,"score_gpt":0.240372197393183,"score_spread":0.2167130041454552,"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."}}