{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003082541,0.0001366354,0.0005393273,0.0002074759,0.00006024802,0.000005831705,0.00001094496,0.00006825129,0.00002629467],"category_scores_gemma":[0.0001868168,0.0001134513,0.0001325935,0.0002641527,0.0000573374,0.0000737686,0.00001776839,0.00006961262,0.000003217983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006406308,"about_ca_system_score_gemma":0.00009884862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004699916,"about_ca_topic_score_gemma":0.0001172062,"domain_scores_codex":[0.9990095,0.0000696858,0.0003915194,0.000201011,0.0001281606,0.0002000674],"domain_scores_gemma":[0.9970864,0.002466658,0.0001369772,0.00008418336,0.0001798919,0.00004587956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.02434484,0.0009272019,0.6404338,0.007079574,0.003044809,0.01158179,0.00145764,0.00005009854,0.047604,0.0001153649,0.004508681,0.2588522],"study_design_scores_gemma":[0.01331139,0.0003439844,0.06956472,0.002535854,0.001197293,0.6990171,0.003010266,0.0002154439,0.2102381,0.0001545557,0.00002182849,0.0003895169],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970881,0.0005918845,0.0001040611,0.00007279137,0.001677697,0.0003215635,0.00008725919,0.0000260693,0.00003054405],"genre_scores_gemma":[0.9993847,0.00006473299,0.00008181969,0.000005578623,0.000109617,0.00006554933,0.0001896373,0.00001204875,0.00008634067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6874353,"threshold_uncertainty_score":0.4626411,"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."}}