{"id":"W4289786244","doi":"10.1097/wno.0000000000001680","title":"Idiopathic Intracranial Hypertension and Socioeconomic Status in the Greater Toronto Area, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Neuro-Ophthalmology","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"","keywords":"Socioeconomic status; Medicine; Body mass index; Demography; Obesity; Medical record; Pediatrics; Surgery; Internal medicine; Population; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004690674,0.0001386728,0.0004945303,0.00007416929,0.0001349295,0.00001062321,0.000156194,0.00005304044,0.0008972065],"category_scores_gemma":[0.0001023007,0.0001008108,0.00007607138,0.00005230725,0.00006519225,0.00007825442,0.00009340588,0.0006491264,0.000001291654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006659002,"about_ca_system_score_gemma":0.0006179155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1040558,"about_ca_topic_score_gemma":0.02325949,"domain_scores_codex":[0.998406,0.0003472442,0.0004826626,0.0001746441,0.0002690018,0.0003204659],"domain_scores_gemma":[0.9991995,0.0001904997,0.0002546242,0.0001827739,0.00005727538,0.0001153809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002585189,0.0007857796,0.8285246,0.00008969672,0.0002125337,0.1198737,0.003426368,0.000171115,0.03232061,0.00004065339,0.009615943,0.002353789],"study_design_scores_gemma":[0.001501181,0.002242234,0.7144466,0.00001119378,0.00007674677,0.2794071,0.001175677,0.00009239976,0.0000289308,0.00008138724,0.0008514912,0.00008498863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932213,0.0006813758,3.336664e-7,0.004904037,0.000636675,0.0001584331,0.000009553113,0.000002812566,0.000385421],"genre_scores_gemma":[0.9972528,0.00004797905,0.00002928539,0.002423351,0.0001877127,0.000004936895,0.000001718304,0.00001983687,0.0000323494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1595335,"threshold_uncertainty_score":0.9945635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411090258400427,"score_gpt":0.250360794607315,"score_spread":0.2262498920233108,"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."}}