{"id":"W4381804855","doi":"10.1186/s40814-023-01326-x","title":"Keeping Active with Texting after Stroke (KATS): development of a text message intervention to promote physical activity and exercise after stroke","year":2023,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Chief Scientist Office, Scottish Government Health and Social Care Directorate; Chest Heart and Stroke Scotland; Stroke Association; Scottish Government","keywords":"Intervention (counseling); Stroke (engine); Rehabilitation; Formative assessment; Psychology; Medicine; Physical medicine and rehabilitation; Physical therapy; Medical education; Nursing; Pedagogy; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004059228,0.0002127471,0.0004416191,0.0001362186,0.0001778178,0.00002178026,0.00005943459,0.00004344041,0.00003551503],"category_scores_gemma":[0.0000429935,0.0001710519,0.00007970114,0.0002016301,0.0001738178,0.0001761451,0.0002410376,0.0001840393,0.00001915016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007293339,"about_ca_system_score_gemma":0.00001883354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001275257,"about_ca_topic_score_gemma":0.001113348,"domain_scores_codex":[0.9985471,0.0001024381,0.0003016049,0.0005177414,0.000171078,0.0003600399],"domain_scores_gemma":[0.9993304,0.00006925367,0.0001173433,0.000214535,0.0001388253,0.0001296685],"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":[0.007257857,0.00186345,0.1539475,0.0006379694,0.0003165545,0.00001423634,0.04603132,2.081527e-7,0.001023778,0.00001475222,0.000045464,0.7888469],"study_design_scores_gemma":[0.001046998,0.001143819,0.988177,0.000517777,0.00008281797,0.000001486949,0.007404685,0.00001036099,0.001345986,0.00004323999,0.00005018512,0.0001756221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997745,0.0005248877,0.00008730131,0.0001469503,0.0001175361,0.001087015,0.00008939202,0.0000609358,0.0001410228],"genre_scores_gemma":[0.9978005,0.00002097887,0.0004231076,0.00001801437,0.00003084398,0.0008009371,0.000003194301,0.0000167566,0.0008856709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8342295,"threshold_uncertainty_score":0.6975294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.169121170865952,"score_gpt":0.4418356511901092,"score_spread":0.2727144803241572,"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."}}