{"id":"W4366465029","doi":"10.16016/j.2097-0927.202111189","title":"Construction of a risk prediction model of mild cognitive impairment in hospitalized patients with hypertension","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Cognition; Medicine; Pediatrics; Intensive care medicine; Psychiatry","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":[0.003262792,0.0009878804,0.0006637429,0.002077653,0.0005756135,0.001449599,0.0007719679,0.0005310893,0.001334697],"category_scores_gemma":[0.008542089,0.0002992592,0.0009319018,0.0006024273,0.0002663095,0.000744661,0.0007445031,0.0007573056,0.000246211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007111165,"about_ca_system_score_gemma":0.00129765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009513208,"about_ca_topic_score_gemma":0.005803511,"domain_scores_codex":[0.9989929,0.0005388357,0.00006763237,0.0001637753,0.0001451456,0.00009176386],"domain_scores_gemma":[0.9974241,0.001585733,0.0002547624,0.00007835951,0.0005200393,0.0001369008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006377203,0.0005356778,0.7804923,0.0001577475,0.0006874681,0.0006527724,0.000550746,0.1040608,0.0004819399,0.002733486,0.00527527,0.1037341],"study_design_scores_gemma":[0.00006112103,0.0002427595,0.05938043,0.00009321035,0.000302547,0.0002154327,0.0002707052,0.93458,0.0002512751,0.003583926,0.0009830608,0.00003554152],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8333447,0.0009626381,0.1587524,0.001680544,0.0001575392,0.0005400868,0.001150498,0.0006622575,0.002749312],"genre_scores_gemma":[0.9726083,0.0002932913,0.02499221,0.00006676572,0.00007089498,0.0003473671,0.001012263,0.00001437736,0.0005945074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009513208,"threshold_uncertainty_score":0.01891565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1428124987944337,"score_gpt":0.4328655194024514,"score_spread":0.2900530206080177,"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."}}