{"id":"W4406113701","doi":"10.1093/abm/kaae082","title":"Exploring novel determinants of exercise behavior: a lagged exposure-wide approach","year":2024,"lang":"en","type":"article","venue":"Annals of Behavioral Medicine","topic":"Physical Activity and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of Michigan; National Institute on Aging; U.S. Social Security Administration","keywords":"Health psychology; Psychology; Clinical psychology; Medicine; Public health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004364184,0.0002449128,0.001167587,0.000314953,0.00004175724,0.000005337082,0.0001462548,0.0001078443,0.00006013013],"category_scores_gemma":[0.00006021596,0.000187463,0.0002064461,0.0004913142,0.0003092275,0.0003298223,0.00005984668,0.0003794,0.000007464649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000229175,"about_ca_system_score_gemma":0.0001321192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000823133,"about_ca_topic_score_gemma":0.00001150446,"domain_scores_codex":[0.9978256,0.00002737455,0.0007332829,0.0003771225,0.0006479021,0.0003887588],"domain_scores_gemma":[0.9987801,0.0001078336,0.0001641574,0.0004219604,0.0002110525,0.000314931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002120469,0.02255744,0.1381075,0.0132491,0.0001360553,0.0005286967,0.01567933,0.000004729699,0.4075094,0.0007420878,0.002611077,0.3967541],"study_design_scores_gemma":[0.006039599,0.02190462,0.5042787,0.02028799,0.00322608,0.0001973614,0.004174831,0.0004279952,0.4365624,0.0002744532,0.00171667,0.000909313],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965015,0.001391853,0.000114634,0.0006901034,0.000285781,0.0005640062,0.00003697613,0.00008405411,0.0003311057],"genre_scores_gemma":[0.9981514,0.0006685927,0.0005095499,0.00009970679,0.0002057499,0.0001438848,0.00002843464,0.00004107832,0.0001515868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3958448,"threshold_uncertainty_score":0.7644519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5032723446334926,"score_gpt":0.4479085467767588,"score_spread":0.05536379785673373,"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."}}