{"id":"W4321767462","doi":"10.1097/prs.0000000000010312","title":"Ideal Implant Structured Breast Implants: Core Study Results through 10 Years","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ideal (ethics); Breast implant; Implant; Core (optical fiber); Dentistry; Surgery; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005704632,0.0005099838,0.001136556,0.0007258613,0.0002476344,0.00006291756,0.0001522881,0.0002923063,0.0004988647],"category_scores_gemma":[0.0004187856,0.0004435166,0.0003191057,0.001118758,0.0003621465,0.0003036461,0.0001130268,0.0005605867,0.0006680795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001536037,"about_ca_system_score_gemma":0.0004564602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001938137,"about_ca_topic_score_gemma":0.00008676015,"domain_scores_codex":[0.9962894,0.0001413115,0.001105208,0.0009164551,0.0006230979,0.0009245006],"domain_scores_gemma":[0.9959973,0.002487855,0.0004394336,0.0005016068,0.0002363434,0.0003375202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01236085,0.0005419486,0.2364821,0.000185867,0.001662225,0.004100674,0.001757534,0.00001523387,0.001347559,0.0001073485,0.04640733,0.6950314],"study_design_scores_gemma":[0.006274467,0.0004120362,0.7142968,0.0003355115,0.0003837887,0.2714135,0.004608385,0.0001740415,0.0002094643,0.0006280775,0.0006175343,0.000646421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865896,0.0000365031,0.00002465531,0.00006676505,0.008543251,0.0007632294,0.002822059,0.0005558052,0.000598196],"genre_scores_gemma":[0.9973512,0.00003471869,0.0002262988,0.00002323845,0.0008634457,0.00004790121,0.001054946,0.00007377707,0.0003244662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.694385,"threshold_uncertainty_score":0.9998016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03757015896392028,"score_gpt":0.2824633621769572,"score_spread":0.2448932032130369,"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."}}