{"id":"W4403869500","doi":"10.1148/radiol.240620","title":"Case 334","year":2024,"lang":"en","type":"article","venue":"Radiology","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Chills; Lethargy; Diplopia; Neurological examination; Retching; Physical examination; Surgery; Neck pain; Lumbar puncture; Past medical history; Drooling; Emergency department; Medical history; Nausea; Cerebrospinal fluid; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002947179,0.001026198,0.0006410283,0.00226414,0.002951263,0.00232188,0.001183512,0.002263158,0.1307437],"category_scores_gemma":[0.002363372,0.0004236632,0.0006391993,0.001610948,0.0008758669,0.00219557,0.00164043,0.002180881,0.03591907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280261,"about_ca_system_score_gemma":0.001261631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003658009,"about_ca_topic_score_gemma":0.003532803,"domain_scores_codex":[0.9993649,0.00008646686,0.00006935031,0.0001518644,0.0001205873,0.0002068563],"domain_scores_gemma":[0.9994985,0.00007013568,0.0000808764,0.0000594286,0.0001291606,0.0001619115],"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":[0.0005081327,0.0006842094,0.0475726,0.0005897744,0.00007468175,0.5434359,0.002215767,0.0003534833,0.003105169,0.02085218,0.233247,0.1473611],"study_design_scores_gemma":[0.00005587662,0.0001131856,0.007886991,0.0005749649,0.0000396369,0.6993531,0.00189747,0.0002395155,0.0005089003,0.007272481,0.2820165,0.00004151329],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1604337,0.02243298,0.005585236,0.02098433,0.005658999,0.0007607155,0.006249876,0.0007265987,0.7771677],"genre_scores_gemma":[0.6652741,0.01774352,0.00525787,0.0227255,0.00348967,0.0003912651,0.007596027,0.0005315078,0.2769905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1307437,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276789987024889,"score_gpt":0.2877762405360137,"score_spread":0.2750083406657648,"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."}}