{"id":"W2896039427","doi":"10.1097/gox.0000000000001927","title":"Orbitomaxillofacial Mucormycosis Requiring Complex Multifactorial Management","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mucormycosis; Fulminant; Amphotericin B; Mucorales; Medicine; Debridement (dental); Sepsis; Hyperbaric oxygen; Surgical debridement; Dermatology; Intensive care medicine; Surgery; Antifungal","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004648984,0.000333874,0.000805489,0.0001052402,0.0003138376,0.0001504315,0.0003186778,0.0001346697,0.00218448],"category_scores_gemma":[0.0008970295,0.0003001584,0.0002463397,0.000503002,0.0006696359,0.0004044104,0.0004291891,0.0001667072,0.0005681844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005177695,"about_ca_system_score_gemma":0.0002619379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002925846,"about_ca_topic_score_gemma":0.0003014361,"domain_scores_codex":[0.9973876,0.00009386208,0.000634187,0.0007776681,0.0004835115,0.0006231678],"domain_scores_gemma":[0.998192,0.0004316782,0.0002067362,0.0004820656,0.0003563617,0.0003311433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003621709,0.0001880306,0.9187505,0.00009104218,0.0004262137,0.0001643907,0.00004353385,4.360838e-7,0.0004890695,0.002207204,0.004595418,0.06942248],"study_design_scores_gemma":[0.001689873,0.0002156937,0.9836759,0.0003069618,0.0002063611,0.0001467897,0.0004879162,0.0001263044,0.0005398894,0.001205381,0.01095452,0.0004444174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9215929,0.00002020616,0.001344093,0.00005875326,0.004676084,0.0008825724,0.0001801678,0.0001006091,0.0711446],"genre_scores_gemma":[0.9933711,0.0000193446,0.005403932,0.0001625591,0.0007104616,0.00003244439,0.00005465065,0.00002125311,0.0002242015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07177824,"threshold_uncertainty_score":0.999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0588752861810142,"score_gpt":0.330982676649113,"score_spread":0.2721073904680987,"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."}}