{"id":"W1929853796","doi":"","title":"Capsular contracture, implant malposition are leading causes for secondary surgery","year":2012,"lang":"en","type":"article","venue":"Cosmetic Surgery Times","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Capsular contracture; Surgery; Breast augmentation; Implant; Reconstructive surgery; Contracture; Plastic surgery; Breast surgery; General surgery; Breast reconstruction; Breast cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004061222,0.0003802244,0.0003776521,0.001059806,0.0009430224,0.000776046,0.0002599196,0.0005901744,0.01001675],"category_scores_gemma":[0.002617948,0.0002139696,0.0005412824,0.0009754397,0.0004331458,0.0003520813,0.0004757373,0.001251386,0.00124445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004356376,"about_ca_system_score_gemma":0.0009984671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003036923,"about_ca_topic_score_gemma":0.006594328,"domain_scores_codex":[0.9994161,0.00005932275,0.00005428126,0.00006491748,0.0002607263,0.0001446025],"domain_scores_gemma":[0.997344,0.0004577943,0.001264446,0.00008125749,0.0003609975,0.0004916861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000229642,0.0001725925,0.801082,0.0003709064,0.0001026756,0.0180703,0.00049716,0.0001330173,0.002594352,0.0004561561,0.01323807,0.1630532],"study_design_scores_gemma":[0.00001764452,0.0002178623,0.83722,0.000392064,0.0001065318,0.1356827,0.001408571,0.0001588013,0.001339467,0.0004294243,0.02298496,0.00004206491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.810974,0.1143039,0.002281618,0.01134699,0.001429564,0.0001073716,0.0006849376,0.0002068082,0.0586648],"genre_scores_gemma":[0.9650056,0.02336682,0.0009421495,0.001233673,0.001173562,0.00001853512,0.0002748903,0.00003720122,0.007947557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01001675,"threshold_uncertainty_score":0.03350931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358854903227164,"score_gpt":0.2674904922983058,"score_spread":0.2339019432660342,"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."}}