{"id":"W4322757563","doi":"10.1212/wnl.0000000000207125","title":"Clinical Reasoning: A 40-Year-Old Woman Presenting With Encephalopathy and Paraparesis","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Confusion; Weakness; Presentation (obstetrics); Pediatrics; Encephalopathy; Intensive care medicine; Surgery; Psychology; Internal medicine","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":[0.0002395075,0.001545959,0.0007963512,0.001249369,0.001644864,0.0008980039,0.001218986,0.005686287,0.004652996],"category_scores_gemma":[0.002884741,0.0004193522,0.0004638673,0.0009507671,0.0009401754,0.002314075,0.001025756,0.002706502,0.001934146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008397591,"about_ca_system_score_gemma":0.0008529974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003074718,"about_ca_topic_score_gemma":0.003974685,"domain_scores_codex":[0.9997336,0.00003179157,0.00004195247,0.00007597799,0.00004213909,0.00007444644],"domain_scores_gemma":[0.9994684,0.0001335231,0.00008051612,0.00002348836,0.00008365401,0.0002103832],"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":[0.00003556403,0.00003637721,0.009019603,0.00004710583,0.000006036041,0.98117,0.0003245808,0.0001625592,0.000475683,0.000463791,0.0058182,0.002440481],"study_design_scores_gemma":[0.00001053764,0.00004312833,0.005742801,0.0001213955,0.000008305923,0.9875451,0.0004451381,0.0003190973,0.0001718584,0.001093365,0.004480056,0.00001925818],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7299729,0.0146973,0.006607616,0.1336825,0.004925451,0.0007202635,0.002075027,0.0006835968,0.1066354],"genre_scores_gemma":[0.9656545,0.004439234,0.003404313,0.01537399,0.00322122,0.00007521126,0.0004399886,0.00005289316,0.007338542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005686287,"threshold_uncertainty_score":0.01556587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289764102756391,"score_gpt":0.2980161863013867,"score_spread":0.2751185452738228,"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."}}