{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00355112,0.002023017,0.00367024,0.001133532,0.0008893086,0.001351028,0.001219983,0.004038037,0.009957127],"category_scores_gemma":[0.004794398,0.001419818,0.002132855,0.000777706,0.001777841,0.001726592,0.001374662,0.002401063,0.001022975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010858,"about_ca_system_score_gemma":0.001733411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001808656,"about_ca_topic_score_gemma":0.002341687,"domain_scores_codex":[0.9971908,0.001475128,0.0002404532,0.00041584,0.0002207251,0.0004569938],"domain_scores_gemma":[0.9976203,0.0009693645,0.0004619358,0.0001870605,0.0001563329,0.000604994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9250104,0.05119253,0.0007875089,0.0007854508,0.0005960034,0.0000476001,0.0002176202,0.000230792,0.001228735,0.0001039254,0.0002255969,0.01957377],"study_design_scores_gemma":[0.8714549,0.125787,0.001785647,0.00005195136,0.0002313252,0.00000993925,0.00004786074,0.0001868,0.0001366237,0.00008830753,0.0002073855,0.00001219197],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672801,0.001029819,0.0008119088,0.0003646082,0.0005606872,0.02843748,0.0003537436,0.00007005312,0.001091583],"genre_scores_gemma":[0.9049804,0.001260781,0.004557012,0.0007240522,0.000742955,0.08436711,0.0003301994,0.00001725506,0.003020221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009957127,"threshold_uncertainty_score":0.03330994,"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."}}