{"id":"W2004437617","doi":"10.2310/7070.2005.04023","title":"Early Identification of Rhinocerebral Mucormycosis","year":2005,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Mucormycosis; Diabetic ketoacidosis; Surgery; Diabetes mellitus; Sinusitis; Intensive care medicine; Dermatology; Pediatrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005027767,0.0005292443,0.0004042789,0.001116046,0.0004121702,0.0009431892,0.0004174266,0.0009994721,0.002282872],"category_scores_gemma":[0.005032197,0.0002476956,0.0002732471,0.0005038833,0.0007024943,0.001331477,0.0004635396,0.001078637,0.0008347796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004375216,"about_ca_system_score_gemma":0.0006250395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931875,"about_ca_topic_score_gemma":0.001809568,"domain_scores_codex":[0.9993741,0.0001290681,0.00009817579,0.00007108763,0.0001750059,0.0001526103],"domain_scores_gemma":[0.9979444,0.0006106519,0.0006863701,0.00008802242,0.0004546352,0.0002157612],"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":[0.0003286405,0.00009403405,0.7001073,0.0004889291,0.00003980077,0.2102338,0.0005576801,0.0002031136,0.007732597,0.0001970532,0.003299734,0.07671729],"study_design_scores_gemma":[0.00002062013,0.0002041922,0.363086,0.0005087919,0.00006475767,0.6206447,0.001344378,0.0003505942,0.005559424,0.0001966319,0.007983635,0.00003625094],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561809,0.024598,0.003021201,0.001711934,0.0003983254,0.00009155677,0.0002139038,0.0001638844,0.01362014],"genre_scores_gemma":[0.9927025,0.004784159,0.001021266,0.0003833895,0.0002570011,0.00001004034,0.0001267542,0.00001330524,0.000701678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002282872,"threshold_uncertainty_score":0.007636905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361909590743853,"score_gpt":0.2759084353291695,"score_spread":0.2622893394217309,"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."}}