{"id":"W1995141582","doi":"10.1007/s00266-014-0352-0","title":"A Global Update on Breast Implants","year":2014,"lang":"en","type":"article","venue":"Aesthetic Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Otorhinolaryngology; Plastic surgery; Breast implant; General surgery; Dentistry; Medical physics; Implant; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002208305,0.0001860895,0.0003691771,0.0001264061,0.00007063092,0.0000193064,0.0000498382,0.0001122071,0.0001375971],"category_scores_gemma":[0.00007013747,0.0001438058,0.0001369807,0.0001893535,0.00009061916,0.00004190371,0.00001584164,0.0001117341,0.0008849102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005229987,"about_ca_system_score_gemma":0.00009454528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002098392,"about_ca_topic_score_gemma":0.00000643345,"domain_scores_codex":[0.9988073,0.00005534489,0.000263339,0.0002649234,0.0002498397,0.0003592402],"domain_scores_gemma":[0.9989842,0.0004267323,0.00008416415,0.000234482,0.00004001285,0.0002304264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0007192492,0.0001662042,0.124397,0.00003511122,0.00003765551,0.000152176,0.000008205565,0.00001142179,0.00002457671,0.001412369,0.01113214,0.8619039],"study_design_scores_gemma":[0.001105786,0.0001302673,0.3878969,0.0004513839,0.0001251008,0.6036783,0.00001703999,0.0006494273,0.0000680593,0.0005946319,0.004962813,0.0003203075],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994383,0.00001660929,0.0003827355,0.000545901,0.002323666,0.00007946428,0.00005347737,0.0001321503,0.002082979],"genre_scores_gemma":[0.9993259,0.000008012687,0.0000585453,0.0002303865,0.0002333284,0.000006567386,0.00006338297,0.0000165175,0.00005732257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8615836,"threshold_uncertainty_score":0.999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163211461091472,"score_gpt":0.2289853336884614,"score_spread":0.2173532190775467,"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."}}