{"id":"W2590106102","doi":"10.1177/2513826x17693821","title":"The Complications of Polyacrylamide Hydrogel Augmentation Mammoplasty","year":2017,"lang":"en","type":"article","venue":"Plastic Surgery Case Studies","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Breast augmentation; Surgery; Augmentation Mammoplasty; Mammoplasty; Debridement (dental); Breast reconstruction; Population; Breast cancer","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":[0.0004827689,0.0001357846,0.0003982378,0.00008802866,0.001077754,0.00002621983,0.00006695648,0.00003627695,0.0000086249],"category_scores_gemma":[0.003969723,0.00009160203,0.0002200319,0.00006069156,0.0008268112,0.00009868674,0.00008113999,0.00009382387,0.000009212026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004243289,"about_ca_system_score_gemma":0.00007189797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004999996,"about_ca_topic_score_gemma":0.00005611431,"domain_scores_codex":[0.999053,0.00004063702,0.0003790513,0.0001886806,0.0001484603,0.00019014],"domain_scores_gemma":[0.9939446,0.004857634,0.0003373855,0.0005521522,0.0002569038,0.00005125474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005766921,0.0003321032,0.7930271,0.0005804282,0.004473141,0.002923056,0.0007372549,0.00000537493,0.02018383,0.005369477,0.01562189,0.1561697],"study_design_scores_gemma":[0.00172435,0.0002208139,0.6962393,0.001466647,0.001626974,0.03750678,0.00750338,0.0002119045,0.2345856,0.004317894,0.01372911,0.0008672838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961386,0.001363225,0.0005191058,0.0002649647,0.0007707329,0.000211056,0.00002634121,0.00005283736,0.0006530984],"genre_scores_gemma":[0.9983879,0.001047517,0.0002975493,0.00002301874,0.00005569959,0.00007024082,0.000007746442,0.00001221777,0.00009809699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2144017,"threshold_uncertainty_score":0.8289321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05276103954998418,"score_gpt":0.3351735897545473,"score_spread":0.2824125502045631,"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."}}