{"id":"W3006536169","doi":"10.12968/ijtr.2019.0064","title":"Results of a UK-wide vignette study with occupational therapists to explore cognitive screening post stroke","year":2020,"lang":"en","type":"article","venue":"International Journal of Therapy and Rehabilitation","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vignette; Cognition; Occupational therapy; Apraxia; Rehabilitation; Stroke (engine); Medicine; Cognitive Assessment System; Clinical psychology; Psychology; Cognitive rehabilitation therapy; Cognitive reframing; Descriptive statistics; Physical therapy; Cognitive impairment; Psychiatry; Aphasia; Psychotherapist; Social psychology","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":[0.01403832,0.0004778165,0.0005860042,0.001759982,0.003943749,0.002354095,0.0007467339,0.001678088,0.003076339],"category_scores_gemma":[0.04452916,0.0006752914,0.0005705707,0.001931306,0.001519438,0.001271579,0.003565268,0.002040637,0.0005412003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007331841,"about_ca_system_score_gemma":0.003240725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02175699,"about_ca_topic_score_gemma":0.05178085,"domain_scores_codex":[0.9877408,0.009468222,0.0007295756,0.0003835314,0.0006759865,0.001001948],"domain_scores_gemma":[0.9743369,0.01623037,0.003247073,0.0008209993,0.002989711,0.002374922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008891738,0.00402007,0.1341262,0.0009095217,0.00006768792,0.006696543,0.8241868,0.0003221471,0.001061146,0.0004621339,0.004632029,0.0226266],"study_design_scores_gemma":[0.0002478307,0.002768996,0.2452204,0.0005724449,0.0000483145,0.00251855,0.7360693,0.000388257,0.0005667545,0.0002461981,0.01120738,0.000145523],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971917,0.0001424959,0.0001951213,0.0005600322,0.00001670191,0.0005449501,0.0001754133,0.000005202153,0.001168243],"genre_scores_gemma":[0.9951634,0.0005175614,0.001272001,0.000717739,0.0000205302,0.0008547643,0.0002366006,0.00001001876,0.001207366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02175699,"threshold_uncertainty_score":0.07424265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04726550932823116,"score_gpt":0.3660600033227202,"score_spread":0.318794493994489,"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."}}