{"id":"W3186518398","doi":"10.17816/rfd70198","title":"Elderly patients with cognitive impairments on an ambulance care","year":2021,"lang":"en","type":"article","venue":"Russian Family Doctor","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Montreal Cognitive Assessment; Depression (economics); Geriatric Depression Scale; Cognition; Population; Psychiatry; Physical therapy; Cognitive impairment; Internal medicine; 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":[0.0001980665,0.0002602867,0.0003058676,0.0005267868,0.0006452177,0.0004064532,0.0002579016,0.000260457,0.003109743],"category_scores_gemma":[0.0009121829,0.0001024437,0.0002156998,0.0008526662,0.0001704755,0.0002570998,0.0003731877,0.0003895786,0.000399286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004766331,"about_ca_system_score_gemma":0.0005955393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01222428,"about_ca_topic_score_gemma":0.01601222,"domain_scores_codex":[0.9997941,0.00002382304,0.00002395164,0.00002935402,0.00005360639,0.00007516658],"domain_scores_gemma":[0.9995741,0.00003546581,0.0001900001,0.00001268348,0.00006144257,0.000126199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007277157,0.00007011174,0.9958163,0.00003338768,0.00002232659,0.0005913061,0.00009739789,0.00002758097,0.0001228486,0.00001248336,0.0005473762,0.002586124],"study_design_scores_gemma":[0.000006003899,0.0001021923,0.99847,0.00002190521,0.00001379535,0.00074313,0.0001625588,0.0000405662,0.00002027563,0.00002022613,0.0003966644,0.000002545214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965618,0.0005558968,0.00002956272,0.0001451093,0.00002453895,0.00002845783,0.0008337024,0.000004639644,0.001816225],"genre_scores_gemma":[0.9985661,0.0003183026,0.00005689955,0.000148954,0.00004569449,0.00001745688,0.000513285,6.498579e-7,0.0003326849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01222428,"threshold_uncertainty_score":0.02430624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079194681189336,"score_gpt":0.2958304509064124,"score_spread":0.285038504094519,"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."}}