{"id":"W4283393267","doi":"10.1017/cjn.2022.158","title":"P.057 When you hear hoofbeats, think horses AND zebras","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lumbar puncture; Pediatrics; Context (archaeology); Encephalitis; Regimen; Confusion; Viral encephalitis; Intensive care medicine; Coma (optics); Surgery; Pathology; Immunology; Virus; Cerebrospinal fluid; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002684875,0.0002921634,0.0002312005,0.0003343057,0.001114576,0.001347939,0.0004598899,0.001473406,0.3268632],"category_scores_gemma":[0.002935736,0.00009443416,0.0002593933,0.0002249041,0.0007345039,0.0008166314,0.0005877228,0.001848374,0.06913484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005132242,"about_ca_system_score_gemma":0.0008340926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003626713,"about_ca_topic_score_gemma":0.003432975,"domain_scores_codex":[0.9997256,0.00006190434,0.00001208256,0.00004069376,0.00008116588,0.0000785544],"domain_scores_gemma":[0.9990907,0.0002162056,0.00007814313,0.00002717456,0.0003000719,0.0002878636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0003894634,0.0001111705,0.008797214,0.0002614641,0.00001585496,0.005724563,0.001026844,0.0000292323,0.0007926071,0.004230597,0.8918516,0.0867695],"study_design_scores_gemma":[0.00005510218,0.0001614716,0.0136971,0.0006402934,0.00001494212,0.01680188,0.004027667,0.000122625,0.0004867564,0.005625977,0.9583414,0.00002482207],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04179007,0.009802524,0.00185633,0.2331258,0.04663361,0.0003254007,0.002812264,0.0007585827,0.6628954],"genre_scores_gemma":[0.1862825,0.004956096,0.001842336,0.05457153,0.008938046,0.000205369,0.000709191,0.0002767981,0.742218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3268632,"threshold_uncertainty_score":0.960148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125307704986655,"score_gpt":0.2615111575471951,"score_spread":0.2302580804973285,"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."}}