{"id":"W3082701310","doi":"10.3310/phr08110","title":"Text messaging and financial incentives to encourage weight loss in men with obesity: the Game of Stones feasibility RCT","year":2020,"lang":"en","type":"article","venue":"Public Health Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Public Health Research Programme; Medical Research Council; National Institute for Health and Care Research","keywords":"Weight loss; Psychological intervention; Medicine; Randomized controlled trial; Population; Short Message Service; Disadvantaged; Obesity; Intervention (counseling); Ethnic group; Family medicine; Gerontology; Physical therapy; Environmental health; Nursing; Internal medicine; Political science","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":[0.02080434,0.001633284,0.002001981,0.001417613,0.00171043,0.002283554,0.001869114,0.004325635,0.01728771],"category_scores_gemma":[0.03630626,0.00110317,0.003909177,0.0009157337,0.001966384,0.003361588,0.003852711,0.003282777,0.001630795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002284406,"about_ca_system_score_gemma":0.006829241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004080156,"about_ca_topic_score_gemma":0.005981807,"domain_scores_codex":[0.9816772,0.01437731,0.001097699,0.0007588022,0.0007982919,0.001290733],"domain_scores_gemma":[0.9851614,0.009682792,0.001665688,0.0009421283,0.0009015023,0.001646567],"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":[0.5067316,0.08703398,0.005453603,0.05823643,0.005463046,0.001381428,0.009650278,0.003624386,0.003013004,0.009707058,0.02104894,0.2886563],"study_design_scores_gemma":[0.770746,0.1625714,0.00864783,0.007314711,0.004626849,0.0002313805,0.003071022,0.002158247,0.001042132,0.008701927,0.03066021,0.0002284838],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6262043,0.008250299,0.01209104,0.01478751,0.003584603,0.309863,0.003741327,0.000828067,0.02064984],"genre_scores_gemma":[0.6334439,0.003081001,0.03311227,0.006934193,0.0008046149,0.3164607,0.0006428361,0.00008031655,0.005440178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02080434,"threshold_uncertainty_score":0.1100252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2534855512872325,"score_gpt":0.5084336556227479,"score_spread":0.2549481043355154,"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."}}