{"id":"W4282833143","doi":"10.1136/bmjopen-2021-058563","title":"We Walk: a person-centred, dyadic behaviour change intervention to promote physical activity through outdoor walking after stroke—an intervention development study","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Fredericton; University of New Brunswick","funders":"Chief Scientist Office","keywords":"Medicine; Intervention (counseling); Stroke (engine); Physical activity; Physical medicine and rehabilitation; Physical therapy; Walk-in; Alternative medicine; Gerontology; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007605797,0.0002305658,0.0004434097,0.0001713227,0.0002236189,0.0001231005,0.0002920354,0.00004251855,0.001104968],"category_scores_gemma":[0.00007180469,0.0002090455,0.0002885981,0.0002403602,0.00001989939,0.0006176222,0.0007389091,0.0003100573,0.00007957961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007075276,"about_ca_system_score_gemma":0.00009022916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007258311,"about_ca_topic_score_gemma":0.0004458891,"domain_scores_codex":[0.9976537,0.0004458078,0.0003331827,0.0005870801,0.0006592378,0.0003209619],"domain_scores_gemma":[0.9991171,0.00002859394,0.0001835617,0.0004220214,0.00008182484,0.0001668592],"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":[0.005224743,0.02307973,0.2421618,0.0004144626,0.0004174729,0.0001749612,0.2351272,0.000003339761,0.0009689857,0.00001250201,0.0005931804,0.4918217],"study_design_scores_gemma":[0.004975411,0.00482045,0.9158605,0.0005731949,0.0001759573,0.00003418531,0.06951202,0.0001607781,0.0006566575,0.000007723259,0.002897109,0.0003260111],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981556,0.00004312876,0.0001523805,0.001396102,0.0005886263,0.0159721,0.00003693668,0.00006214478,0.0001925972],"genre_scores_gemma":[0.9815752,8.202325e-7,0.001104743,0.0001670072,0.0002070785,0.01235613,0.00005129338,0.00004083124,0.004496917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6736987,"threshold_uncertainty_score":0.9998081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1443166383363237,"score_gpt":0.4222962533386064,"score_spread":0.2779796150022826,"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."}}