{"id":"W4206285841","doi":"10.1177/19418744211056781","title":"Clinical Problem Solving: Decreased Level of Consciousness and Unexplained Hydrocephalus","year":2022,"lang":"en","type":"article","venue":"The Neurohospitalist","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Coma (optics); Differential diagnosis; Intensive care medicine; Pediatrics; Consciousness; Neuroimaging; Level of consciousness; Consciousness Disorders; Medical history; Internal medicine; Psychiatry; Pathology; Anesthesia; Neuroscience; Psychology","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":[0.0002596368,0.001481733,0.0009505887,0.001763966,0.002153273,0.001318861,0.001086226,0.003286389,0.002354336],"category_scores_gemma":[0.002915245,0.0004110807,0.000615006,0.001236556,0.001352701,0.001961743,0.001636383,0.003781008,0.0005848603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226055,"about_ca_system_score_gemma":0.001666142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002946283,"about_ca_topic_score_gemma":0.004109523,"domain_scores_codex":[0.9995472,0.00006474402,0.00006174354,0.00009410529,0.00007735975,0.0001549031],"domain_scores_gemma":[0.9992818,0.0001648812,0.0002053054,0.00002163837,0.00008690971,0.0002394899],"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":[0.00001777154,0.00003741101,0.006283733,0.00007975331,0.000009589075,0.9872191,0.0002820727,0.0001329759,0.0003076273,0.0005517887,0.001976102,0.00310203],"study_design_scores_gemma":[0.000006521097,0.00002558736,0.002932606,0.00009119476,0.000009658831,0.9932746,0.0004425472,0.0002378618,0.000194636,0.001266522,0.001502515,0.00001585592],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7474422,0.05056149,0.01795551,0.09359607,0.004127881,0.0008415996,0.000834902,0.0005926022,0.08404775],"genre_scores_gemma":[0.9565859,0.01365961,0.005789243,0.01471919,0.003242153,0.00008658398,0.000297267,0.0000623263,0.005557639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003286389,"threshold_uncertainty_score":0.008895695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05867669922312651,"score_gpt":0.3101342772820581,"score_spread":0.2514575780589315,"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."}}