{"id":"W4205164368","doi":"10.1080/23279095.2021.2021411","title":"Exploration of the application of Picture-Based Memory Impairment Screen in stroke patients in a preliminary study","year":2022,"lang":"en","type":"article","venue":"Applied Neuropsychology Adult","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Dementia; Reliability (semiconductor); Stroke (engine); Kappa; Physical therapy; Cohen's kappa; Psychology; Cognition; Medicine; Cognitive impairment; Internal medicine; Psychiatry; Statistics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003565815,0.0001108765,0.0002240932,0.0002845503,0.00004707054,0.000001627419,0.0001973235,0.00003575276,0.00004632029],"category_scores_gemma":[0.00003253944,0.00009130014,0.00004894982,0.0005634713,0.00008317269,0.00003858353,0.0001380132,0.0003468831,0.000002680097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005385111,"about_ca_system_score_gemma":0.00005238306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006221894,"about_ca_topic_score_gemma":0.0000376325,"domain_scores_codex":[0.998233,0.0003383661,0.0004340409,0.0003250896,0.0004824557,0.000187086],"domain_scores_gemma":[0.9992455,0.00005638966,0.0001811044,0.0003917305,0.00009389105,0.00003135754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005214298,0.009609083,0.9668145,0.00003877798,0.00002092476,0.00001122235,0.0009848755,0.000366574,0.0102913,0.00008240306,0.0000537789,0.006512328],"study_design_scores_gemma":[0.008663763,0.0047162,0.9804629,0.000009802734,0.00002869766,0.00000185814,0.001643264,0.0001620058,0.004153488,0.00008584188,0.00001435211,0.00005782167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944171,0.000004742843,0.0001710326,0.0005236732,0.00005009026,0.003675479,0.00001835881,0.00000997486,0.001129603],"genre_scores_gemma":[0.9979584,0.00000198592,0.00003674107,0.0005828256,0.000008819621,0.001303012,0.00004467167,0.00001493363,0.00004861601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01364847,"threshold_uncertainty_score":0.3723112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462022837173239,"score_gpt":0.2976101789679486,"score_spread":0.2829899505962162,"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."}}