{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0083248,0.0006153314,0.001232663,0.0009449863,0.0004133597,0.00093411,0.0005383837,0.0007773315,0.002492288],"category_scores_gemma":[0.005878744,0.0003012183,0.001615789,0.0008849899,0.0005028718,0.001466447,0.0009303077,0.0008791487,0.0007591256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008927913,"about_ca_system_score_gemma":0.00106274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327937,"about_ca_topic_score_gemma":0.001661098,"domain_scores_codex":[0.9967343,0.00106915,0.000412001,0.0004936924,0.0008772954,0.0004137171],"domain_scores_gemma":[0.9939804,0.001032083,0.002259011,0.0005794181,0.001339891,0.0008092011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2406622,0.02758926,0.549229,0.001215729,0.005212596,0.0003517796,0.001081036,0.001252872,0.004380749,0.0002273362,0.004135309,0.1646622],"study_design_scores_gemma":[0.01672347,0.1946723,0.7747825,0.0003077042,0.003257822,0.0006688089,0.000624628,0.0008323049,0.002089745,0.0002432583,0.00570573,0.00009161595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907529,0.003381958,0.0004516621,0.000113874,0.00003394568,0.0006921531,0.002062578,0.00001878632,0.002492174],"genre_scores_gemma":[0.992861,0.001130302,0.0004195508,0.0003368555,0.00005960475,0.0005690831,0.00347535,0.00001292141,0.001135306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0083248,"threshold_uncertainty_score":0.04402632,"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."}}