{"id":"W2104431464","doi":"10.3109/02699052.2015.1079732","title":"Temporal stability and responsiveness of the Montreal Cognitive Assessment following acquired brain injury","year":2015,"lang":"en","type":"article","venue":"Brain Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"GF Strong Rehabilitation Centre; University of British Columbia","funders":"Vancouver Coastal Health Research Institute","keywords":"Montreal Cognitive Assessment; Acquired brain injury; Cognition; Psychology; Traumatic brain injury; Medicine; Cognitive impairment; Physical medicine and rehabilitation; Clinical psychology; Neuroscience; Rehabilitation; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003403036,0.0002852831,0.0002441064,0.0008805002,0.0002281157,0.0004434145,0.0004001327,0.0004272747,0.0008126744],"category_scores_gemma":[0.02706274,0.0001192977,0.0003226995,0.0006014302,0.0003122286,0.0005762283,0.0005380595,0.0004757121,0.0002466596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004831517,"about_ca_system_score_gemma":0.0004634775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00776484,"about_ca_topic_score_gemma":0.00837976,"domain_scores_codex":[0.998256,0.0005778401,0.0001806305,0.0002555216,0.0006198306,0.0001100583],"domain_scores_gemma":[0.9906385,0.00272394,0.003611528,0.0004987899,0.002129556,0.0003976892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004270717,0.0002854098,0.9558467,0.00007902014,0.0003628553,0.00009626251,0.000561362,0.0009419851,0.002484499,0.00007559334,0.0005406472,0.03445483],"study_design_scores_gemma":[0.00002129169,0.0008455801,0.9972506,0.000008879313,0.00003294136,0.0001011553,0.0000772614,0.0009148631,0.0005217578,0.0000423717,0.0001741498,0.000009143393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971735,0.0002967061,0.0008153243,0.00003848503,0.00001664827,0.00005004023,0.0003444159,0.00001986602,0.001244896],"genre_scores_gemma":[0.9991001,0.00004671464,0.0002978108,0.00001446222,0.0000133247,0.00003502104,0.0002994975,0.000004656233,0.0001884706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00776484,"threshold_uncertainty_score":0.01799721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09076460942857693,"score_gpt":0.3941438800847074,"score_spread":0.3033792706561305,"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."}}