{"id":"W4412608585","doi":"10.1101/2025.07.22.25332023","title":"Data Resource Profile: the Physical Activity Cohort Repository (PACe)","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Michael Smith Health Research BC","funders":"Cancer Council Victoria","keywords":"Pace; Resource (disambiguation); Cohort; Business; Geography; Computer science; Statistics; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007306948,0.001493484,0.002732736,0.007642076,0.000762048,0.004600835,0.004494875,0.002460989,0.489327],"category_scores_gemma":[0.06925651,0.001282142,0.001234425,0.01345524,0.000560734,0.002739413,0.003979801,0.002299075,0.1954027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078176,"about_ca_system_score_gemma":0.004787134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006572548,"about_ca_topic_score_gemma":0.009410958,"domain_scores_codex":[0.9960539,0.0007678109,0.001280085,0.0007161766,0.000894474,0.000287419],"domain_scores_gemma":[0.9587887,0.02103547,0.003570663,0.008040744,0.005868891,0.002695635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003473931,0.00004285842,0.002079984,0.003096904,0.00009131251,0.00006551814,0.0000669611,0.0002807023,0.0001934454,0.001834219,0.977949,0.01395171],"study_design_scores_gemma":[0.001757151,0.00006438354,0.005881609,0.001794181,0.000148614,0.0001853508,0.00008828491,0.0005419811,0.0006170841,0.006383726,0.9824252,0.0001124875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007940474,0.00004957736,0.0006922255,0.0001732602,0.00004146142,0.0001125101,0.9966751,0.001074416,0.001102074],"genre_scores_gemma":[0.001346128,0.0002022249,0.004310709,0.000424251,0.0000726494,0.001575894,0.9879595,0.001396401,0.002712101],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.489327,"threshold_uncertainty_score":0.728413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07517230518160134,"score_gpt":0.3653137841920679,"score_spread":0.2901414790104666,"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."}}