{"id":"W2389424045","doi":"","title":"Impact of Personalized Intervention with Family's Participation on the Security of Intravenous Infusions in Patients with Mild Cognitive Impairment","year":2014,"lang":"en","type":"article","venue":"Clinical Medicine & Engineering","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Intervention (counseling); Cognitive impairment; Cognition; Intravenous Infusions; Montreal Cognitive Assessment; Patient satisfaction; Anesthesia; Emergency medicine; Nursing; 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":[0.0005107666,0.0003031606,0.0002588278,0.0002123104,0.0005231714,0.0002071864,0.000211886,0.0003455773,0.001194554],"category_scores_gemma":[0.002613357,0.00006673294,0.0004427675,0.0001301071,0.0001780564,0.0002622158,0.000448078,0.0002916825,0.00006667448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002678771,"about_ca_system_score_gemma":0.000495975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009986507,"about_ca_topic_score_gemma":0.002173591,"domain_scores_codex":[0.999478,0.0003217394,0.00002959318,0.00003919121,0.00003934145,0.00009223898],"domain_scores_gemma":[0.9993519,0.0001810887,0.0001615656,0.00003124291,0.0000392634,0.0002349101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.006402613,0.01928203,0.4267462,0.001018267,0.0005557882,0.001650495,0.007482044,0.001563061,0.004395538,0.0001822455,0.002624526,0.528097],"study_design_scores_gemma":[0.00118873,0.02387511,0.9558746,0.0003404357,0.0006460277,0.001194934,0.007401095,0.00230268,0.002127786,0.0004841409,0.004489501,0.00007494648],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984893,0.00039661,0.0002132769,0.0002003551,0.00001626641,0.00003620857,0.00001742945,0.00001045437,0.000620114],"genre_scores_gemma":[0.9992796,0.0001684024,0.0003670012,0.00004556229,0.00001281862,0.00002818876,0.00001589395,5.32083e-7,0.00008207111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001194554,"threshold_uncertainty_score":0.003996193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295164073726072,"score_gpt":0.3345606099018934,"score_spread":0.3050442025292862,"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."}}