{"id":"W4382401226","doi":"10.1177/20552076231183552","title":"Adherence to unsupervised exercise in sedentary individuals: A randomised feasibility trial of two mobile health interventions","year":2023,"lang":"en","type":"article","venue":"Digital Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Exeter; Faculty of Medicine, University of British Columbia; Bristol-Myers Squibb; UK Research and Innovation; Research England; Pfizer","keywords":"mHealth; Psychological intervention; Medicine; Physical therapy; Physical activity; Anthropometry; Randomized controlled trial; Unsupervised learning; Computer science; Artificial intelligence; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001349171,0.0001833108,0.001257464,0.0003409699,0.00008964782,0.0000268233,0.0001512186,0.00005102987,0.00004225514],"category_scores_gemma":[0.0002128199,0.0001700768,0.0003275577,0.001220175,0.0000660197,0.0002685858,0.0001111742,0.0003108409,0.00009942597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003837584,"about_ca_system_score_gemma":0.001240597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001949304,"about_ca_topic_score_gemma":0.0004868943,"domain_scores_codex":[0.9971893,0.0001893385,0.00112306,0.0004432534,0.0004496851,0.0006054089],"domain_scores_gemma":[0.99827,0.0003001231,0.0002451848,0.0004164029,0.00006038708,0.0007079195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1931678,0.03264222,0.03985025,0.01780385,0.0001158651,0.00003429396,0.01364578,0.0001125777,0.00008462409,0.0004552382,0.007962985,0.6941245],"study_design_scores_gemma":[0.7729597,0.06889235,0.1292453,0.01528455,0.00005495867,0.00001179548,0.004260899,0.0005763274,0.0002149004,0.006907932,0.0008936451,0.0006976727],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882689,0.0002196542,0.0000609137,0.001905991,0.0001778287,0.008549181,0.0004237115,0.0001232113,0.0002706682],"genre_scores_gemma":[0.9978462,0.0002222302,0.0001080924,0.0006084411,0.00007334483,0.0006812461,0.0002972803,0.00002124787,0.000141876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6934268,"threshold_uncertainty_score":0.6935531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438750122696844,"score_gpt":0.4518047691818743,"score_spread":0.30792975691219,"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."}}