{"id":"W4318191253","doi":"10.1177/13524585221149886","title":"Should trigeminal neuralgia be considered a clinically isolated syndrome?","year":2023,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Trigeminal Neuralgia and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"Institute of Neurosciences, Mental Health and Addiction; Canadian Institutes of Health Research; Biogen; Bristol-Myers Squibb","keywords":"Medicine; Trigeminal neuralgia; Multiple sclerosis; Magnetic resonance imaging; Confusion; Clinically isolated syndrome; Lesion; Dermatology; Radiology; Pediatrics; Surgery; Psychiatry; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005556447,0.0003802179,0.000753049,0.0004375774,0.0004387819,0.0001437738,0.0002215588,0.0002573604,0.0006164025],"category_scores_gemma":[0.0008061244,0.0002974819,0.0005299729,0.0008658182,0.0001526557,0.0002117957,0.0000968335,0.00102211,0.0007090539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205479,"about_ca_system_score_gemma":0.000197032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002386363,"about_ca_topic_score_gemma":0.000006078001,"domain_scores_codex":[0.9967619,0.0001582294,0.001062538,0.0004779541,0.0007395958,0.0007997692],"domain_scores_gemma":[0.9975907,0.0006378624,0.0003407177,0.0004165262,0.000255922,0.0007583338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008381598,0.001740574,0.7847335,0.0001673327,0.001581288,0.02210582,0.0008324918,0.00005858066,0.07126553,0.00002213897,0.07713492,0.03197626],"study_design_scores_gemma":[0.01628425,0.004345986,0.9524406,0.0007157959,0.0006969481,0.01683221,0.0003302389,0.00343491,0.001830079,0.0001419331,0.002453157,0.0004939448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926248,0.0001609917,0.00006054132,0.005257064,0.0007649736,0.0004694686,0.00004823021,0.0003537291,0.0002602168],"genre_scores_gemma":[0.9950401,0.0005613987,0.0009380885,0.001160879,0.000189339,0.00002475197,0.00006167295,0.00007644935,0.001947305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1677071,"threshold_uncertainty_score":0.9999477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2324775059961861,"score_gpt":0.3481608585576291,"score_spread":0.115683352561443,"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."}}