{"id":"W1485679795","doi":"10.1177/229255030601400403","title":"Autoinflation of Saline-Filled Inflatable Breast Implants","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Educational Foundation of America","keywords":"Medicine; Implant; Saline; Breast implant; Lumen (anatomy); Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002933425,0.0001047565,0.0004104199,0.0006979588,0.00005392207,0.00001377328,0.00004019395,0.00009991498,0.0003146353],"category_scores_gemma":[0.000130872,0.00008766635,0.0001809002,0.0002117521,0.00007588275,0.0001357304,0.000002621506,0.00015622,0.00001115028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009633197,"about_ca_system_score_gemma":0.001988741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004353732,"about_ca_topic_score_gemma":0.003347928,"domain_scores_codex":[0.9988294,0.00002740538,0.0006510374,0.00007340784,0.0001723475,0.0002464351],"domain_scores_gemma":[0.9983667,0.0005237931,0.0004168788,0.0000813412,0.0002549246,0.0003563575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002674152,0.00002749922,0.9594659,0.00008634615,0.0001444,0.0006312429,0.0000398146,0.000272997,0.001520317,0.00010801,0.01491941,0.02251661],"study_design_scores_gemma":[0.0006559623,0.00003322751,0.8575773,0.0004422045,0.000136968,0.1396298,0.00003870517,0.0001210084,0.0005249277,0.00007794412,0.0006649299,0.00009704968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966408,0.0001930019,0.0001435744,0.00008225269,0.002381126,0.00004291215,0.00009550314,0.000006123388,0.0004147021],"genre_scores_gemma":[0.999056,0.000004203185,0.00009510366,0.00000832331,0.0006634786,3.418442e-7,0.00004322816,0.00001244638,0.0001169098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389985,"threshold_uncertainty_score":0.6581569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164373801403776,"score_gpt":0.2058913121097692,"score_spread":0.1942475740957314,"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."}}