{"id":"W2535870247","doi":"10.1212/wnl.0000000000003222","title":"Clinical Reasoning: A complicated case of MELAS","year":2016,"lang":"en","type":"article","venue":"Neurology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Radiology; Past medical history; Surgery; Cardiology; 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":[0.0005334558,0.002874285,0.001427159,0.002861333,0.003342311,0.002423529,0.001792987,0.005979947,0.003585907],"category_scores_gemma":[0.005589434,0.001088531,0.001324888,0.002422229,0.002114133,0.003266011,0.002654719,0.004645311,0.001465672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001641365,"about_ca_system_score_gemma":0.0009971714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001944599,"about_ca_topic_score_gemma":0.001819964,"domain_scores_codex":[0.998703,0.0001762372,0.0001346832,0.0003544473,0.0001599503,0.0004716769],"domain_scores_gemma":[0.9984653,0.0003026636,0.0002805434,0.0002037871,0.0001672226,0.00058049],"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":[0.00005585111,0.00002225937,0.004218188,0.00003358408,0.000009313652,0.9932527,0.0001009098,0.00009423353,0.0004966026,0.0004197247,0.0004803433,0.000816176],"study_design_scores_gemma":[0.00001725385,0.00002306072,0.00127556,0.00002279534,0.00001017238,0.9969757,0.0001212387,0.0002403975,0.000155115,0.0004777671,0.0006725476,0.000008317527],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8822702,0.02180298,0.0167289,0.0170861,0.002247289,0.0008569622,0.001236429,0.001030777,0.05674044],"genre_scores_gemma":[0.9875502,0.002583275,0.003327685,0.003109501,0.00113955,0.00007559463,0.0003089131,0.00006979935,0.001835363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005979947,"threshold_uncertainty_score":0.01199603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102590943832274,"score_gpt":0.3352836943170483,"score_spread":0.3042577848787256,"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."}}