{"id":"W2735728364","doi":"10.1111/ggi.13117","title":"Prediction of geriatric rehabilitation outcomes: Comparison between three cognitive screening tools","year":2017,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Functional Independence Measure; Montreal Cognitive Assessment; Medicine; Geriatric rehabilitation; Cognition; Physical therapy; Mini–Mental State Examination; Gerontology; Physical medicine and rehabilitation; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001337798,0.0005041645,0.001162579,0.00109297,0.0005314845,0.0002889765,0.0008926376,0.0005763081,0.0006617148],"category_scores_gemma":[0.004316954,0.0004968865,0.000394388,0.0002034972,0.0007069363,0.0009428232,0.0005927008,0.0006291434,0.00003481844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414244,"about_ca_system_score_gemma":0.0002271151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004634931,"about_ca_topic_score_gemma":0.0002418488,"domain_scores_codex":[0.9953462,0.0001877639,0.001603872,0.001015907,0.00118199,0.0006642774],"domain_scores_gemma":[0.9940581,0.00146397,0.001578599,0.0006274419,0.001978019,0.0002938391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008590926,0.0004674231,0.9356744,0.00006824323,0.001395451,0.00003917483,0.0003823694,0.00000360195,0.0002715359,0.002284318,0.0008635464,0.05769081],"study_design_scores_gemma":[0.006681848,0.00101458,0.9846593,0.0000672946,0.000629498,0.0001042461,0.0004893313,0.001072984,0.0001572755,0.001287498,0.003509082,0.0003271287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372056,0.0005598412,0.03734897,0.01036688,0.003278833,0.001171535,0.0008494122,0.0001038604,0.009115088],"genre_scores_gemma":[0.9891815,0.0003768233,0.007444313,0.0001776589,0.0008879026,0.0001662573,0.001009455,0.00004767123,0.0007084869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05736368,"threshold_uncertainty_score":0.9997483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09710593126004628,"score_gpt":0.3888257741996879,"score_spread":0.2917198429396416,"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."}}