{"id":"W4238130730","doi":"10.1016/b978-1-4160-6110-6.10078-2","title":"Case 78","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002274665,0.00101759,0.0005049461,0.002258413,0.001627672,0.001423223,0.001255981,0.004784625,0.1105155],"category_scores_gemma":[0.001694695,0.0002466266,0.000717094,0.00102376,0.0007895364,0.001524888,0.001597271,0.003591298,0.02616061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201001,"about_ca_system_score_gemma":0.0009146229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00250323,"about_ca_topic_score_gemma":0.006063746,"domain_scores_codex":[0.999728,0.00002557094,0.00001744189,0.00005634447,0.00007311319,0.00009959527],"domain_scores_gemma":[0.999793,0.00003772507,0.00001976685,0.00002696755,0.00003185364,0.00009074146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004416171,0.0001221305,0.001992184,0.0001173672,0.00001290443,0.671188,0.0003263912,0.0003064953,0.0008041609,0.02653352,0.2255487,0.07300416],"study_design_scores_gemma":[0.00001291427,0.00003259724,0.001119331,0.0002597495,0.00001113284,0.5920894,0.0003624498,0.0002022285,0.0002530097,0.008561542,0.3970796,0.00001598284],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01295795,0.005641853,0.001915429,0.02226284,0.006172421,0.0001173844,0.0003786129,0.0001959785,0.9503575],"genre_scores_gemma":[0.152811,0.007666562,0.003855482,0.01849297,0.005689879,0.0001800968,0.0006043024,0.0003024286,0.8103974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1105155,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320154662390242,"score_gpt":0.271972404252283,"score_spread":0.2487708576283806,"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."}}