{"id":"W2288383660","doi":"10.14740/jmc.v7i3.2419","title":"How to HaNDL This Case","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lymphocytic pleocytosis; Lumbar puncture; Aseptic meningitis; Cerebrospinal fluid; Neuroimaging; Stroke (engine); Migraine; Pleocytosis; Headaches; Lymphocytosis; Pediatrics; Anesthesia; Surgery; Pathology; Encephalitis","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":[],"consensus_categories":[],"category_scores_codex":[0.0002332526,0.001122897,0.0009791842,0.002302303,0.002203731,0.003263802,0.001243206,0.004392908,0.03322875],"category_scores_gemma":[0.002863483,0.0004430419,0.0007842865,0.001177926,0.001110291,0.003892747,0.002151272,0.004502349,0.01737584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155839,"about_ca_system_score_gemma":0.001156339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00126739,"about_ca_topic_score_gemma":0.001361995,"domain_scores_codex":[0.9993452,0.00007433772,0.00007013509,0.0001631489,0.000127223,0.0002198931],"domain_scores_gemma":[0.9993479,0.00009662114,0.0001080575,0.00007611058,0.0001162758,0.0002550213],"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":[0.00008006761,0.0002083044,0.008388658,0.0004864553,0.00003587079,0.6169441,0.000564955,0.0002557869,0.001114138,0.005928924,0.2181291,0.1478636],"study_design_scores_gemma":[0.00002013466,0.00002319785,0.0008542065,0.0003139281,0.00001741181,0.8882,0.0003932545,0.0002599683,0.0003095327,0.003562056,0.1060166,0.00002961932],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.13416,0.176012,0.02286366,0.1720356,0.05488921,0.001293586,0.002398192,0.003000012,0.4333478],"genre_scores_gemma":[0.5263509,0.07719655,0.01744453,0.1385816,0.05964337,0.0007038867,0.002713887,0.0009130414,0.1764521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03322875,"threshold_uncertainty_score":0.1111612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05612629723758792,"score_gpt":0.3506754792442671,"score_spread":0.2945491820066791,"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."}}