{"id":"W4234978300","doi":"10.1177/2513826x211028926","title":"Polyurethane-Coated Implants for Prevention of Double-Bubble Effect in Breast Augmentation","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery Case Studies","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast augmentation; Medicine; Complication; Surgery; Bubble; Implant; Polyurethane; Mammaplasty; Breast surgery; Breast cancer; Internal medicine; Materials science; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003303703,0.0005286817,0.0003400759,0.0007611452,0.0003863659,0.0005934827,0.0003972305,0.00112174,0.001258065],"category_scores_gemma":[0.001408483,0.0001975819,0.0007033354,0.0003722333,0.0004612569,0.000449411,0.0003406751,0.0009138049,0.0004598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001428475,"about_ca_system_score_gemma":0.0002356071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001558224,"about_ca_topic_score_gemma":0.0003988664,"domain_scores_codex":[0.9997506,0.0000495427,0.00003820609,0.00002062018,0.0001005057,0.00004050578],"domain_scores_gemma":[0.9994696,0.00025759,0.0001547477,0.00004522563,0.00002294104,0.00004980696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001023603,0.00109987,0.03066982,0.001153751,0.0001257929,0.5009882,0.000754903,0.0007538951,0.1015759,0.002112392,0.00226814,0.3574737],"study_design_scores_gemma":[0.00003911287,0.001403899,0.01233882,0.0002045106,0.0000838105,0.9520173,0.0001637087,0.001374085,0.01938222,0.000490321,0.01246886,0.00003334235],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8444098,0.1131139,0.02108192,0.00259873,0.001089891,0.0001836392,0.00004913041,0.0005373007,0.01693564],"genre_scores_gemma":[0.9767064,0.01232659,0.007781205,0.0006236751,0.0004196811,0.00002425887,0.0000323202,0.00003710331,0.002048656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001258065,"threshold_uncertainty_score":0.004208684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04738240912160536,"score_gpt":0.332079504201711,"score_spread":0.2846970950801056,"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."}}