{"id":"W3031685951","doi":"10.3760/cma.j.issn.1006-7884.2017.05.014","title":"Research progress of Montreal Cognitive Assessment in screening","year":2017,"lang":"en","type":"article","venue":"Chin J Psychiatry","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Psychology; Cognitive impairment; 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":[0.008063536,0.001769381,0.001586479,0.004658465,0.0007802541,0.003367743,0.002850777,0.001260222,0.002820348],"category_scores_gemma":[0.0263686,0.0003705453,0.0013872,0.004066179,0.001076321,0.002451726,0.001151906,0.001914921,0.0007434928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003834609,"about_ca_system_score_gemma":0.00878269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08168841,"about_ca_topic_score_gemma":0.0853762,"domain_scores_codex":[0.996018,0.001226049,0.000402809,0.0008332066,0.001293762,0.0002261505],"domain_scores_gemma":[0.9834864,0.006322376,0.00111134,0.000722627,0.007764966,0.0005922852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005661357,0.0005159545,0.2428228,0.002133089,0.0009967833,0.0002082268,0.0005585335,0.001749636,0.001009533,0.00649189,0.01976888,0.7231785],"study_design_scores_gemma":[0.0003808926,0.001852979,0.7718681,0.004851361,0.005109902,0.002627729,0.002635401,0.02964751,0.00648053,0.03192481,0.142027,0.0005939294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2577612,0.5564872,0.05877123,0.01966932,0.006101437,0.001030927,0.007772802,0.001237227,0.0911686],"genre_scores_gemma":[0.7687019,0.1538411,0.0539251,0.004915172,0.003585603,0.001096896,0.004229693,0.0001925193,0.009512099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08168841,"threshold_uncertainty_score":0.1624259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04778565897851546,"score_gpt":0.5148556118616701,"score_spread":0.4670699528831546,"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."}}