{"id":"W4206198061","doi":"10.2196/25586","title":"Dose–Response Effects of Patient Engagement on Health Outcomes in an mHealth Intervention: Secondary Analysis of a Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Psychosocial; Randomized controlled trial; Psychological intervention; Intervention (counseling); Medicine; Quality of life (healthcare); Cluster (spacecraft); Clinical psychology; Physical therapy; Psychology; Psychiatry; 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":[0.06926592,0.00369108,0.01254337,0.002796506,0.001584223,0.003583773,0.002146231,0.004627466,0.01115426],"category_scores_gemma":[0.1020433,0.001411847,0.01734423,0.002900884,0.003134821,0.003939437,0.002478969,0.005145434,0.0009056985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002583088,"about_ca_system_score_gemma":0.00362324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131383,"about_ca_topic_score_gemma":0.001379628,"domain_scores_codex":[0.897507,0.07477891,0.01055144,0.007684525,0.006464669,0.003013473],"domain_scores_gemma":[0.917344,0.05303245,0.0122057,0.009364017,0.005876254,0.002177647],"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":[0.9538682,0.004103556,0.002368779,0.002726653,0.02519267,0.00003610802,0.0001459388,0.000436606,0.0004984887,0.000252458,0.0006804994,0.009689961],"study_design_scores_gemma":[0.8527743,0.09858529,0.01608584,0.0005456255,0.02499156,0.00005180763,0.0001388054,0.002683479,0.001043275,0.001531521,0.001451655,0.000116893],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8169947,0.01591758,0.01619235,0.001344137,0.00409589,0.1328714,0.005509927,0.001157383,0.005916739],"genre_scores_gemma":[0.8588917,0.001508422,0.01304107,0.0008786615,0.0007514902,0.1217904,0.001488482,0.0001332114,0.001516501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06926592,"threshold_uncertainty_score":0.3663176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04621692558525384,"score_gpt":0.4630602659477368,"score_spread":0.4168433403624829,"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."}}