{"id":"W132772005","doi":"10.1177/229255031101900306","title":"Delayed Two-Stage Breast Reconstruction with Implants: The Authors’ Recent Experience","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast reconstruction; Prosthesis; Surgery; Mastectomy; Implant; Amputation; Breast cancer; Stage (stratigraphy); Fistula; Reconstructive surgery; Tissue expander; Prosthesis Implantation; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006381862,0.0008758574,0.0006137319,0.0006568847,0.0004665073,0.0008390449,0.000672991,0.001003465,0.00233387],"category_scores_gemma":[0.001856991,0.0003020983,0.0007782985,0.0009291255,0.0005610085,0.0004231975,0.000662513,0.0009098281,0.0006841603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139653,"about_ca_system_score_gemma":0.0003345604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004351161,"about_ca_topic_score_gemma":0.0005976633,"domain_scores_codex":[0.9995123,0.0001062588,0.00007626895,0.0001056757,0.00009560159,0.0001039684],"domain_scores_gemma":[0.9991381,0.0002296426,0.0001845079,0.0001339143,0.00006699609,0.0002468298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002222621,0.005201634,0.4234278,0.001142024,0.0005486519,0.1311167,0.003912126,0.00165001,0.01346868,0.0008554785,0.002651131,0.4138031],"study_design_scores_gemma":[0.000386948,0.006770562,0.1314474,0.0003409448,0.0003594646,0.8245001,0.001447698,0.001677242,0.009189147,0.0003997303,0.02335021,0.0001305059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983404,0.01084099,0.002276271,0.0003380764,0.0001656742,0.00004579611,0.00007304539,0.00003171003,0.002824502],"genre_scores_gemma":[0.9892024,0.007159114,0.001677691,0.0003302086,0.0001796197,0.00002407101,0.0001520044,0.00002059433,0.001254217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00233387,"threshold_uncertainty_score":0.007807612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03939556949643291,"score_gpt":0.2343718064601145,"score_spread":0.1949762369636816,"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."}}