{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002948769,0.0005223015,0.0004554509,0.0006486279,0.0009761382,0.0007569509,0.001159943,0.0009229207,0.005771758],"category_scores_gemma":[0.007170891,0.0002692757,0.000730604,0.0003031207,0.0007099968,0.001347227,0.002049376,0.001236287,0.0007429113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007115293,"about_ca_system_score_gemma":0.002782171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007202413,"about_ca_topic_score_gemma":0.001356666,"domain_scores_codex":[0.9987907,0.0006139826,0.0001166263,0.0001426263,0.0001942437,0.0001418344],"domain_scores_gemma":[0.9974317,0.00143779,0.0002419007,0.0001272458,0.0001938436,0.0005676501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.003532764,0.02072494,0.003335398,0.005475444,0.0001188565,0.0005660448,0.03064336,0.00102397,0.01574585,0.002803241,0.01018447,0.9058455],"study_design_scores_gemma":[0.02955218,0.1945007,0.2026763,0.01293922,0.002959169,0.00359131,0.0622601,0.01823248,0.0731152,0.01810559,0.3812346,0.0008331706],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940778,0.0007662878,0.02215185,0.004020469,0.001062475,0.01419335,0.0003754687,0.001230266,0.01542175],"genre_scores_gemma":[0.7823926,0.00222382,0.1777052,0.001705779,0.0002990919,0.01873468,0.0005491346,0.0001149732,0.01627478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005771758,"threshold_uncertainty_score":0.01930845,"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."}}