{"id":"W4225143687","doi":"10.1016/j.jns.2022.120271","title":"Idiopathic intracranial hypertension in atypical demographics","year":2022,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Papilledema; Body mass index; Pediatrics; Demographics; Retrospective cohort study; Atrophy; Lumbar puncture; Intracranial pressure; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001674313,0.00007476677,0.0002766753,0.0001289858,0.000352023,0.00001630385,0.0004799747,0.00004713161,0.0001139083],"category_scores_gemma":[0.0006831213,0.00003678193,0.0001899667,0.000945949,0.0003984674,0.00006057297,0.0002655158,0.00101465,0.000001604129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003394811,"about_ca_system_score_gemma":0.0001209277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005922891,"about_ca_topic_score_gemma":0.000007555387,"domain_scores_codex":[0.9980453,0.0003795692,0.0003662198,0.0001486868,0.0008390252,0.0002211721],"domain_scores_gemma":[0.9994147,0.0001457414,0.0002047378,0.0001037772,0.00004508228,0.00008591983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008394931,0.0007261127,0.9777969,0.00000554707,0.000007831421,0.000561315,0.00007523505,0.0008806415,0.01586549,0.0002646207,0.000272324,0.002704461],"study_design_scores_gemma":[0.0005460242,0.004737419,0.9838558,0.00001488,0.00003194082,0.006846731,0.00005372068,0.00146986,0.00007411066,0.001887721,0.0004328049,0.00004893475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747684,0.000155207,0.000004024587,0.02420243,0.0006319064,0.000101538,5.604343e-7,0.000007102525,0.0001288152],"genre_scores_gemma":[0.9955913,0.00002953818,0.0001918732,0.004037797,0.0001392927,0.00000129014,3.637052e-8,0.000003334842,0.00000557192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02082285,"threshold_uncertainty_score":0.4408207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0376068716092171,"score_gpt":0.2678318964965081,"score_spread":0.230225024887291,"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."}}