{"id":"W4210479181","doi":"10.2196/preprints.24534","title":"The Impact of a Web-Based Mindfulness, Nutrition, and Physical Activity Platform on the Health Status of First-Year University Students: Protocol for a Randomized Controlled Trial (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindfulness; Mental health; Randomized controlled trial; Anxiety; Intervention (counseling); Medicine; Quality of life (healthcare); Web application; Psychology; Gerontology; Clinical psychology; Nursing; Psychiatry; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02387088,0.004995084,0.01099716,0.002783684,0.003418062,0.00366082,0.002838718,0.007870661,0.06478649],"category_scores_gemma":[0.02146746,0.003451081,0.005645647,0.003134736,0.003067945,0.003096906,0.001706655,0.007517241,0.009531277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00426325,"about_ca_system_score_gemma":0.01498672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002693781,"about_ca_topic_score_gemma":0.004081517,"domain_scores_codex":[0.9845723,0.008620413,0.002202159,0.001303975,0.001573085,0.001728045],"domain_scores_gemma":[0.9897897,0.003347899,0.001953444,0.0013205,0.002362828,0.001225693],"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":[0.8917338,0.02753028,0.0005543481,0.02040993,0.002051973,0.0002173427,0.0004586446,0.001962832,0.003004578,0.002477148,0.01307602,0.03652322],"study_design_scores_gemma":[0.9571388,0.02389649,0.001152706,0.002052965,0.0006798485,0.00002926358,0.0001010826,0.001288257,0.0008604067,0.0009890138,0.0117319,0.00007922565],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001624541,0.000134701,0.0005308919,0.00008883984,0.0002177439,0.9967694,0.0003268096,0.00005428853,0.0002527003],"genre_scores_gemma":[0.001382221,0.00008183619,0.001029841,0.00008711408,0.00004344828,0.997134,0.00004640027,0.000003069774,0.0001921032],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06478649,"threshold_uncertainty_score":0.2167324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0637961320375091,"score_gpt":0.4546899371504527,"score_spread":0.3908938051129436,"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."}}