{"id":"W2963492859","doi":"10.2196/14529","title":"Predictors Linking Obesity and the Gut Microbiome (the PROMISE Study): Protocol and Recruitment Strategy for a Cross-Sectional Study on Pathways That Affect the Gut Microbiome and Its Impact on Obesity","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Research Council of New Zealand","keywords":"Obesity; Microbiome; Body mass index; Medicine; Physiology; Anthropometry; Overweight; Cross-sectional study; Environmental health; Biology; Internal medicine; Bioinformatics; Pathology","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":[0.02197131,0.002880178,0.001889838,0.001650859,0.004652839,0.001264319,0.003119495,0.003678339,0.02506038],"category_scores_gemma":[0.01459671,0.002594861,0.001458033,0.001557689,0.001424832,0.001891942,0.003274587,0.003377787,0.01054526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852848,"about_ca_system_score_gemma":0.01104313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005128111,"about_ca_topic_score_gemma":0.009204572,"domain_scores_codex":[0.9899403,0.006610508,0.001043994,0.0009878465,0.0006106582,0.0008065895],"domain_scores_gemma":[0.9936971,0.001176245,0.0008923396,0.001301184,0.001857748,0.001075352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.2032182,0.08986728,0.1426255,0.01347599,0.002083238,0.003486679,0.01015351,0.005353785,0.02226371,0.01479902,0.2752137,0.2174594],"study_design_scores_gemma":[0.1952639,0.09504291,0.3246216,0.008546968,0.001804867,0.001949995,0.006704399,0.009842004,0.005868657,0.015122,0.3341402,0.001092487],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01357888,0.0002516416,0.008771298,0.000821483,0.0002797574,0.966121,0.008247191,0.0001459037,0.001782841],"genre_scores_gemma":[0.005312047,0.00008824793,0.00519636,0.0005335027,0.00007378019,0.9873268,0.0009351766,0.000009406391,0.000524575],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02506038,"threshold_uncertainty_score":0.1161968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2398054460289064,"score_gpt":0.5329289409631557,"score_spread":0.2931234949342493,"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."}}