{"id":"W2013421395","doi":"10.2196/resprot.4046","title":"A Fully Automated Diabetes Prevention Program, Alive-PD: Program Design and Randomized Controlled Trial Protocol","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research; National Institutes of Health","keywords":"Medicine; Randomized controlled trial; Body mass index; Diabetes mellitus; Physical therapy; Psychological intervention; Waist; Randomization; Internal medicine; 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":[0.02912618,0.007642127,0.01066183,0.00313619,0.003484477,0.004207827,0.003959971,0.007940048,0.07252007],"category_scores_gemma":[0.02549227,0.00358627,0.003150811,0.003904552,0.003849905,0.004400217,0.002571009,0.007721712,0.01178762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003872399,"about_ca_system_score_gemma":0.01532979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002009681,"about_ca_topic_score_gemma":0.003489136,"domain_scores_codex":[0.975218,0.01609445,0.002199587,0.002173401,0.002223498,0.002091072],"domain_scores_gemma":[0.9895174,0.002946369,0.002142339,0.001310053,0.002106213,0.001977627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8774573,0.0251132,0.001599645,0.01850453,0.001921191,0.0002664573,0.0005126339,0.002747247,0.001346482,0.006154844,0.02641145,0.03796494],"study_design_scores_gemma":[0.9502255,0.02019437,0.001821046,0.001982086,0.0007239524,0.00007232871,0.0001237848,0.003500583,0.0005184209,0.002543515,0.01819247,0.0001019379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001792118,0.0001748476,0.001856003,0.000150698,0.0001648522,0.9940341,0.001129654,0.0001267125,0.0005709468],"genre_scores_gemma":[0.00195721,0.00007164657,0.002201247,0.0001111519,0.00003029488,0.9952143,0.0001388967,0.00000523732,0.0002699441],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07252007,"threshold_uncertainty_score":0.2426038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.388667985049948,"score_gpt":0.6744732163142679,"score_spread":0.2858052312643199,"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."}}