{"id":"W2945729689","doi":"10.1212/nxi.0000000000000576","title":"Age matters","year":2019,"lang":"en","type":"review","venue":"Neurology Neuroimmunology & Neuroinflammation","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; CSF pleocytosis; Lumbar puncture; Confidence interval; Pleocytosis; Etiology; Pediatrics; Lumbar; Retrospective cohort study; Receiver operating characteristic; Internal medicine; Cerebrospinal fluid; Gastroenterology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002292374,0.0005107844,0.0004709393,0.001477438,0.001173395,0.003579634,0.0008642729,0.001746484,0.2701985],"category_scores_gemma":[0.01630421,0.0002535482,0.0005583445,0.001583319,0.001069194,0.003448463,0.002767789,0.001706518,0.1229649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058742,"about_ca_system_score_gemma":0.003811591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002644306,"about_ca_topic_score_gemma":0.002945437,"domain_scores_codex":[0.997492,0.0007416056,0.0003242651,0.0004782078,0.0005873733,0.0003765719],"domain_scores_gemma":[0.9938288,0.001391694,0.0009571527,0.000649004,0.002152821,0.001020521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000887359,0.00003688614,0.01182254,0.001759386,0.00004445594,0.0008992894,0.001283064,0.00002893703,0.0002681791,0.01195612,0.7629799,0.2088324],"study_design_scores_gemma":[0.000008116091,0.00001691172,0.004487924,0.0007123848,0.00001360817,0.0009430291,0.0005282934,0.000006309922,0.00006525403,0.0009812911,0.9922308,0.000006181943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01254787,0.07061236,0.001878704,0.1154389,0.03839301,0.0003909702,0.01792041,0.001280347,0.7415375],"genre_scores_gemma":[0.1648573,0.08522277,0.003752857,0.1275,0.02654929,0.0007344199,0.01348924,0.001295791,0.5765983],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2701985,"threshold_uncertainty_score":0.9039041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04148222317102074,"score_gpt":0.3058954736056806,"score_spread":0.2644132504346599,"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."}}