{"id":"W3160074744","doi":"10.2196/24915","title":"Examining the Impact of an mHealth Behavior Change Intervention With a Brief In-Person Component for Cancer Survivors With Overweight or Obesity: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Galway; Irish Cancer Society; National University of Ireland","keywords":"mHealth; Overweight; Medicine; Psychological intervention; Randomized controlled trial; Physical therapy; Intervention (counseling); Gerontology; Behavior change; Transtheoretical model; Obesity; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001870245,0.001536007,0.004090041,0.000846283,0.000826027,0.00117929,0.00115756,0.002980907,0.0111252],"category_scores_gemma":[0.003087689,0.0007325487,0.003076956,0.000757005,0.0009845669,0.001081848,0.0007446269,0.002859755,0.000877301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089354,"about_ca_system_score_gemma":0.00214819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003758951,"about_ca_topic_score_gemma":0.005819885,"domain_scores_codex":[0.9987741,0.0004872622,0.0001760804,0.0002598548,0.0001267503,0.0001758428],"domain_scores_gemma":[0.9989266,0.0003562415,0.0002517886,0.00006920416,0.00008936573,0.0003069211],"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":[0.9523265,0.01722562,0.0004087228,0.003714557,0.002281228,0.00003560756,0.00007328465,0.0001590634,0.0008389819,0.00006242995,0.0004995447,0.02237457],"study_design_scores_gemma":[0.9553201,0.04137413,0.001376623,0.0001804757,0.00106191,0.00000920071,0.00002518213,0.0001585019,0.0001626389,0.00004580494,0.0002762312,0.00000915098],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290202,0.01652203,0.001545185,0.001368008,0.002546697,0.04296974,0.002075215,0.0004519341,0.003501016],"genre_scores_gemma":[0.9273519,0.008510889,0.004877153,0.001816972,0.001232379,0.05106549,0.001016543,0.00003124755,0.00409748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0111252,"threshold_uncertainty_score":0.0372175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09501410443613066,"score_gpt":0.4045947321641601,"score_spread":0.3095806277280294,"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."}}