{"id":"W4234464726","doi":"10.1503/cmaj.200889","title":"Asymptomatic hydrocephalus","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Hydrocephalus; Phenytoin; Medicine; Asymptomatic; Neurosurgery; Emergency department; Pediatrics; Surgery; Epilepsy; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001385007,0.001480909,0.0009250058,0.001606361,0.002292137,0.0008531623,0.000900125,0.002517849,0.003487707],"category_scores_gemma":[0.002099153,0.0004497019,0.0005144582,0.001003843,0.001135935,0.001397427,0.0007866375,0.002130617,0.0008434083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042303,"about_ca_system_score_gemma":0.00172604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00438262,"about_ca_topic_score_gemma":0.007212819,"domain_scores_codex":[0.9997773,0.00001184357,0.00001587844,0.00006149916,0.00004084785,0.00009265219],"domain_scores_gemma":[0.9992946,0.0001348365,0.00008252317,0.00003415984,0.00006019518,0.0003936904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.00003005692,0.00001952092,0.002337082,0.00001787579,0.000002546325,0.9956987,0.00005660057,0.00002311681,0.0003037649,0.0001618374,0.0004983197,0.0008505739],"study_design_scores_gemma":[0.00001836388,0.00007364232,0.00792545,0.00002846799,0.000006388713,0.9899778,0.0001569884,0.00007897006,0.0001331947,0.0005156409,0.001071241,0.00001387869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9102226,0.009500233,0.002322778,0.01225827,0.002202071,0.0003389035,0.001720877,0.0004040916,0.06103021],"genre_scores_gemma":[0.9908311,0.002119719,0.0006069508,0.002008933,0.001071501,0.00002997278,0.0003091869,0.00003262848,0.002989941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00438262,"threshold_uncertainty_score":0.01166755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062204433530404,"score_gpt":0.2411709136926214,"score_spread":0.2305488693573174,"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."}}