{"id":"W3081669190","doi":"10.1007/s40279-020-01368-8","title":"Untapping the Health Enhancing Potential of Vigorous Intermittent Lifestyle Physical Activity (VILPA): Rationale, Scoping Review, and a 4-Pillar Research Framework","year":2020,"lang":"en","type":"article","venue":"Sports Medicine","topic":"Physical Activity and Health","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Health and Medical Research Council; Medical Research Council; National Institute for Health and Care Research","keywords":"Sports medicine; Pillar; Physical activity; Medicine; Physical therapy; Gerontology; Engineering; Mechanical engineering","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":[0.001418021,0.0001711527,0.00105139,0.00006664416,0.0002583467,0.000006326296,0.0001076871,0.00006122229,0.00006645751],"category_scores_gemma":[0.001162117,0.0001102861,0.00007952772,0.0005307886,0.0004399091,0.000101878,0.0001268596,0.001020443,0.000004119093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007514687,"about_ca_system_score_gemma":0.0005523418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001905658,"about_ca_topic_score_gemma":0.00001463927,"domain_scores_codex":[0.9975753,0.0002282252,0.0004254209,0.0003999024,0.0009751322,0.0003959977],"domain_scores_gemma":[0.9982944,0.0005136044,0.0002697793,0.0003102012,0.0001938067,0.0004182495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004049015,0.006815038,0.007821663,0.2401209,0.0007766293,0.0007346297,0.0574706,0.00005323194,0.09835594,0.01189075,0.01888624,0.5530254],"study_design_scores_gemma":[0.008319548,0.02144453,0.2379021,0.6877536,0.001651733,0.0006789343,0.009049403,0.006783403,0.01408385,0.006863458,0.004081225,0.001388152],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7384646,0.009931384,0.00294257,0.2460918,0.0001186881,0.002135216,0.000004459424,0.00004655673,0.0002647013],"genre_scores_gemma":[0.980949,0.008252281,0.0001693432,0.00911088,0.00143823,0.00002836752,0.00001000533,0.00001961365,0.000022267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5516372,"threshold_uncertainty_score":0.4497337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08193280031395364,"score_gpt":0.4238703509867889,"score_spread":0.3419375506728353,"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."}}