{"id":"W4412055887","doi":"10.1016/j.conctc.2025.101519","title":"Response variability to exercise (REVISE): Study rationale, design and methods","year":2025,"lang":"en","type":"article","venue":"Contemporary Clinical Trials Communications","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nutrition Society; Kingston Health Sciences Centre; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Computer science; Management science; Applied psychology; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08367307,0.0001815303,0.001726688,0.0001605653,0.0003569429,0.00004359915,0.0004965914,0.0001613643,0.0000271718],"category_scores_gemma":[0.08216329,0.0001525211,0.0002578518,0.0006108414,0.000292299,0.0001550042,0.0005808502,0.0006529156,0.00002408449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000597463,"about_ca_system_score_gemma":0.001447141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003303329,"about_ca_topic_score_gemma":0.000003498919,"domain_scores_codex":[0.9530414,0.04383867,0.00226067,0.0005075421,0.0001788551,0.0001728503],"domain_scores_gemma":[0.8664295,0.1290359,0.000404771,0.003291517,0.0003541973,0.0004841075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1060354,0.0676926,0.05958969,0.0004434596,0.001841096,0.00001707661,0.002737408,0.0000183354,0.006033823,0.02815604,0.07195453,0.6554805],"study_design_scores_gemma":[0.02625171,0.00852431,0.587393,0.001576522,0.001754695,0.000004653061,0.001290275,0.005164874,0.0007690769,0.05976597,0.3066642,0.000840695],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1566636,0.004890121,0.5538747,0.2428023,0.0006116611,0.03162771,0.00006752802,0.0004054108,0.0090569],"genre_scores_gemma":[0.8581989,0.0005677977,0.1362905,0.003433608,0.00006368927,0.0007137847,0.00001779448,0.00001306794,0.0007008692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7015353,"threshold_uncertainty_score":0.9435514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6741295148663359,"score_gpt":0.6343023068091963,"score_spread":0.03982720805713957,"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."}}