{"id":"W4281288741","doi":"10.3389/fneur.2022.887669","title":"The Clinical Utility of the MOCA in iNPH Assessment","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Internal medicine; Cognitive impairment; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003475173,0.0009255256,0.0006034091,0.002867137,0.0003972066,0.001105883,0.0007115104,0.0007387242,0.000730619],"category_scores_gemma":[0.02284855,0.000164088,0.0004409027,0.0009578801,0.0004854489,0.001092778,0.0008507537,0.0005564046,0.0003250867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004262501,"about_ca_system_score_gemma":0.000521776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00519301,"about_ca_topic_score_gemma":0.009782773,"domain_scores_codex":[0.9974377,0.0009163207,0.0003050954,0.0003108521,0.0008586628,0.0001714259],"domain_scores_gemma":[0.9910512,0.002834135,0.003089362,0.000338631,0.002130511,0.0005562562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004821603,0.00005352296,0.9801401,0.00005654009,0.0001034798,0.0001853252,0.0001419078,0.0003333567,0.0005384514,0.00004322232,0.0003937282,0.017528],"study_design_scores_gemma":[0.00003339101,0.001056568,0.9928989,0.0000498666,0.00006432235,0.001206652,0.0002015255,0.002968448,0.0008598089,0.0001358973,0.0005017713,0.00002275274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907255,0.001720571,0.002492166,0.0001711245,0.00005474926,0.0001426286,0.0006511437,0.0000698517,0.003972331],"genre_scores_gemma":[0.9977603,0.0001598742,0.001647052,0.00003322194,0.00003049568,0.00003659237,0.0001843564,0.000004187467,0.000144081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00519301,"threshold_uncertainty_score":0.01837867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03212240312120368,"score_gpt":0.3227425375043849,"score_spread":0.2906201343831812,"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."}}