{"id":"W2800704673","doi":"10.2196/mhealth.9218","title":"Long-Term Effectiveness of a Smartphone App for Improving Healthy Lifestyles in General Population in Primary Care: Randomized Controlled Trial (Evident II Study)","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Instituto de Salud Carlos III; Ministerio de Ciencia e Innovación","keywords":"Randomized controlled trial; mHealth; Smartphone application; Smartphone app; Population; Gerontology; Medicine; Term (time); Physical therapy; Primary care; Psychology; Applied psychology; Family medicine; Internet privacy; Multimedia; Computer science; Nursing; Environmental health; Psychological intervention","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01548839,0.0005110031,0.003915479,0.0009498944,0.001487175,0.00001282113,0.000254919,0.0005059424,0.00001637178],"category_scores_gemma":[0.0008587829,0.0004349384,0.0002325829,0.0007818378,0.0002012367,0.0001940754,0.0001559479,0.0009395669,0.000005651877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564386,"about_ca_system_score_gemma":0.004542917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139431,"about_ca_topic_score_gemma":0.01145655,"domain_scores_codex":[0.9856421,0.006259397,0.004710158,0.001071501,0.0005275545,0.001789272],"domain_scores_gemma":[0.9909117,0.004800322,0.00220991,0.0006548795,0.0004930003,0.0009301809],"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":[0.7507212,0.001204525,0.2053636,0.0235571,0.00001854673,0.000001327139,0.003660289,0.000003282337,0.0000132227,0.0009376075,0.00003586268,0.01448342],"study_design_scores_gemma":[0.5403841,0.003236183,0.4549357,0.000532786,0.00007566419,9.125627e-7,0.0002989779,0.0001767102,0.000001076231,0.0001438815,0.00003997522,0.0001740239],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8913664,0.003137692,0.0003459351,0.0006291516,0.00142457,0.1028376,0.00005168172,0.00009697501,0.0001099586],"genre_scores_gemma":[0.8933081,0.001100585,0.0004677422,0.001322852,0.00109721,0.1023063,0.0002726318,0.00006805757,0.0000564817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2495721,"threshold_uncertainty_score":0.9998128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799335480901815,"score_gpt":0.4375314504134539,"score_spread":0.3995380956044358,"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."}}