{"id":"W2623376567","doi":"10.1161/strokeaha.117.016771","title":"Neurons Over Nephrons","year":2017,"lang":"en","type":"review","venue":"Stroke","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Computed tomography angiography; Acute kidney injury; Stroke (engine); Hemodialysis; Kidney disease; Creatinine; Radiology; Internal medicine; Angiography; Cardiology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007646778,0.000441451,0.001153448,0.0001444474,0.0004215633,0.0002424949,0.001129494,0.0002200003,0.0005820034],"category_scores_gemma":[0.0003882367,0.0003602658,0.0007186077,0.00009647383,0.0001907428,0.0001503447,0.0003266931,0.0006107399,0.001909322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006388537,"about_ca_system_score_gemma":0.0002688372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001976175,"about_ca_topic_score_gemma":0.000009050073,"domain_scores_codex":[0.9979527,0.0001121573,0.0003618381,0.0007402008,0.0003345014,0.0004986241],"domain_scores_gemma":[0.9982242,0.0001617224,0.000298704,0.001132074,0.00001064398,0.000172636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002099543,0.00003565692,0.000001291153,0.001906953,0.00001247328,0.00009805675,0.000007465972,8.084687e-8,0.00008052444,0.002677183,0.006917654,0.9882606],"study_design_scores_gemma":[0.0001045658,0.00005544668,0.000007407537,0.001002474,0.0002138026,0.00009904816,3.756891e-7,0.000004259251,0.00002072716,0.0000453791,0.998116,0.0003305781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008238992,0.9311185,0.000004924264,0.00002375335,0.001236014,0.0004080924,0.0003569026,0.0001081409,0.06673542],"genre_scores_gemma":[0.00006103658,0.965497,0.000007599745,0.0001868316,0.000628999,0.00004341128,0.00001075521,0.00007404934,0.03349028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9911983,"threshold_uncertainty_score":0.9998849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126959285445796,"score_gpt":0.3816914057646277,"score_spread":0.2547321203188317,"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."}}