{"id":"W2055163597","doi":"10.1155/2014/245347","title":"Long-Term Effect of Interactive Online Dietician Weight Loss Advice in General Practice (LIVA) Protocol for a Randomized Controlled Trial","year":2014,"lang":"en","type":"article","venue":"International Journal of Family Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research; University of Toronto","funders":"","keywords":"Randomized controlled trial; Medicine; Advice (programming); Protocol (science); Term (time); Weight loss; General practice; Alternative medicine; Family medicine; Computer science; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0188096,0.006262925,0.01325981,0.002980827,0.003516168,0.00380923,0.002872804,0.00855304,0.07185747],"category_scores_gemma":[0.02070074,0.002960726,0.005335125,0.002713087,0.00364299,0.00265756,0.001901898,0.008295089,0.01264313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004857208,"about_ca_system_score_gemma":0.009785225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002729055,"about_ca_topic_score_gemma":0.003691553,"domain_scores_codex":[0.9843159,0.008112678,0.002133726,0.00186513,0.001726303,0.001846276],"domain_scores_gemma":[0.9899892,0.002907993,0.002083791,0.001315373,0.002179501,0.00152412],"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":[0.9509168,0.01007512,0.0003243643,0.008620332,0.00179096,0.00009386567,0.0001541401,0.0007525351,0.001254931,0.001401055,0.006310906,0.01830505],"study_design_scores_gemma":[0.9775642,0.0132202,0.0007750987,0.0007886514,0.0005036644,0.00001654025,0.0000388287,0.0006256809,0.0003697703,0.0008884022,0.005167815,0.00004118971],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003996856,0.0003831517,0.001407223,0.0001833411,0.0006068408,0.9910719,0.001132232,0.0001803858,0.001037998],"genre_scores_gemma":[0.004271266,0.0001025654,0.001540102,0.0001361592,0.00006734829,0.9932383,0.0001194459,0.00000734393,0.0005174939],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07185747,"threshold_uncertainty_score":0.2403872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04286466589265282,"score_gpt":0.5200111465903081,"score_spread":0.4771464806976553,"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."}}