{"id":"W2249071664","doi":"10.1177/229255031402200106","title":"Late unilateral hematoma after breast augmentation","year":2014,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Hematoma; Capsule; Surgery; Implant; Breast implant; Breast augmentation; Etiology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001252634,0.0001030789,0.000208911,0.0001341976,0.00003381037,0.00001651829,0.00001510584,0.00006412169,0.0003844275],"category_scores_gemma":[0.00006513685,0.00008253632,0.0000778803,0.00009324429,0.0000389549,0.00008434959,0.000009470031,0.00007753783,0.0002525065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002413094,"about_ca_system_score_gemma":0.00003188163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001082346,"about_ca_topic_score_gemma":0.000003233682,"domain_scores_codex":[0.9993095,0.00003059895,0.0001998274,0.0001427071,0.0001341231,0.0001831962],"domain_scores_gemma":[0.9987243,0.0009844861,0.00005446055,0.000094979,0.00003509815,0.0001066811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009740329,0.00008581222,0.7969196,0.000188296,0.00008821266,0.00009521047,0.00008183983,0.000008290839,0.001032277,0.00006874294,0.001304199,0.1991535],"study_design_scores_gemma":[0.0005663521,0.00002081094,0.9619666,0.0002546514,0.00008942962,0.03433757,0.00001457782,0.001506286,0.0006290399,0.00006230957,0.0004038715,0.0001485053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957336,0.00001190904,0.0006743046,0.0001251289,0.003095109,0.00004650019,0.00000940143,0.00008254068,0.000221527],"genre_scores_gemma":[0.9991044,0.000002248518,0.00009247646,0.00004090424,0.0004386014,0.00001108457,0.00006106183,0.00001434895,0.0002348915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.199005,"threshold_uncertainty_score":0.4209211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003279908673472,"score_gpt":0.2180372612836739,"score_spread":0.2080044621969392,"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."}}