{"id":"W3017359981","doi":"10.2196/14270","title":"Temporal Dynamics of Treatment Receipt in a Text Message Intervention for Physical Activity: Single-Group, Within-Person Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Social Science Research Institute, Pennsylvania State University; Pennsylvania State University; National Heart, Lung, and Blood Institute; University of Pennsylvania","keywords":"Receipt; Psychological intervention; Text message; Fidelity; Intervention (counseling); Incentive; mHealth; Short Message Service; Psychology; Medicine; Computer science; World Wide Web; Nursing; Telecommunications; Computer network","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":[0.007040082,0.00150822,0.003242781,0.0008758307,0.001233469,0.00164718,0.0009855208,0.002485415,0.008825755],"category_scores_gemma":[0.01927866,0.0009741822,0.002447138,0.0007531957,0.001098774,0.002367142,0.001539428,0.003186955,0.00112325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384213,"about_ca_system_score_gemma":0.002138607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451817,"about_ca_topic_score_gemma":0.001362312,"domain_scores_codex":[0.9945107,0.002654952,0.0007132297,0.00111957,0.0005094861,0.0004922003],"domain_scores_gemma":[0.9920597,0.003543265,0.002169434,0.0007736383,0.0003748153,0.001079227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9101931,0.04246311,0.002646304,0.001460223,0.001998034,0.0000329267,0.0003854005,0.000702504,0.0009693265,0.0001658403,0.000702515,0.03828071],"study_design_scores_gemma":[0.6459283,0.3246624,0.02068326,0.0003672603,0.002368216,0.00004052209,0.0001699451,0.002849613,0.0009351102,0.0008720646,0.00103972,0.00008356373],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782419,0.001705122,0.001864116,0.0003672777,0.0004873004,0.01471965,0.0006824985,0.0002467633,0.001685324],"genre_scores_gemma":[0.9677771,0.0004641357,0.002795055,0.000225615,0.0003604885,0.02699942,0.0002518313,0.00002292437,0.001103329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008825755,"threshold_uncertainty_score":0.03723198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1402173869633064,"score_gpt":0.4450242108154286,"score_spread":0.3048068238521222,"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."}}