{"id":"W2962951132","doi":"10.2196/13005","title":"Research and Implementation Lessons Learned From a Youth-Targeted Digital Health Randomized Controlled Trial (the ARMADILLO Study)","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Armadillo; Randomized controlled trial; Digital health; Psychology; Computer science; Medicine; Health care; Biology; Political science; Ecology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3370588,0.002004684,0.004093235,0.001319655,0.001665615,0.006375129,0.003950766,0.007714091,0.007410926],"category_scores_gemma":[0.3690271,0.001367301,0.004976158,0.001786107,0.003438254,0.006034717,0.003520654,0.007434701,0.00100671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004599798,"about_ca_system_score_gemma":0.02443768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003574883,"about_ca_topic_score_gemma":0.007260196,"domain_scores_codex":[0.568421,0.39862,0.01746302,0.003870897,0.008225499,0.003399574],"domain_scores_gemma":[0.7225384,0.2294274,0.01499019,0.0142451,0.01375858,0.005040276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.09960553,0.01234095,0.008242639,0.1058202,0.01425899,0.002024352,0.01480524,0.003829376,0.002420928,0.03286013,0.07696024,0.6268314],"study_design_scores_gemma":[0.3891168,0.1136975,0.01829897,0.186143,0.0234012,0.0008621639,0.005083618,0.008437276,0.004478924,0.0448507,0.2050111,0.000618714],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.1333246,0.1282223,0.08157346,0.2509107,0.02934016,0.3414962,0.005617538,0.001463981,0.02805118],"genre_scores_gemma":[0.3102888,0.03104252,0.2205704,0.06983522,0.005848526,0.3560185,0.001408934,0.0003226348,0.004664549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3370588,"threshold_uncertainty_score":0.8175245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1975144870106151,"score_gpt":0.5521549630320001,"score_spread":0.354640476021385,"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."}}