{"id":"W4416276659","doi":"10.2196/82034","title":"Assessing Associations Between Environmental, Sleep, and Physical Activity Factors and Metabolic Syndrome Risk: Protocol for the FEASible Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metabolic syndrome; Protocol (science); Physical activity; Obesity; MEDLINE; Population; Physical activity level","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":[0.02353506,0.003189268,0.003908297,0.002256144,0.005053811,0.002063231,0.003152451,0.003625444,0.06096505],"category_scores_gemma":[0.01768225,0.002939069,0.003270395,0.002439124,0.001719365,0.001599086,0.002787097,0.006766376,0.01750924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003900647,"about_ca_system_score_gemma":0.01755408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005752502,"about_ca_topic_score_gemma":0.009061364,"domain_scores_codex":[0.9905834,0.004935143,0.001545471,0.001081329,0.0008315801,0.001023022],"domain_scores_gemma":[0.9879186,0.002587439,0.001194393,0.002104549,0.004833881,0.001361256],"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":[0.1713056,0.07986452,0.0241263,0.03435522,0.001931423,0.002994761,0.006377709,0.01089476,0.0163126,0.01807678,0.3235738,0.3101866],"study_design_scores_gemma":[0.1804084,0.03530321,0.0793432,0.01840638,0.001250058,0.0009524209,0.003913838,0.008201738,0.006824286,0.01643245,0.6480269,0.0009372142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002078493,0.000118405,0.004342379,0.0002086291,0.0001726274,0.9874522,0.003774559,0.0001227425,0.00172993],"genre_scores_gemma":[0.0007167144,0.00006400247,0.004170842,0.00008157176,0.00001938013,0.994169,0.000443755,0.000008291018,0.0003265146],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06096505,"threshold_uncertainty_score":0.2039484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4043448337335203,"score_gpt":0.6050674917302781,"score_spread":0.2007226579967578,"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."}}