{"id":"W2765336080","doi":"10.1139/h11-062","title":"Evidence-based risk assessment and recommendations for physical activity clearance: Consensus Document 2011<sup>1</sup>This paper is one of a selection of papers published in this Special Issue, entitled Evidence-based risk assessment and recommendations for physical activity clearance, and has undergone the Journal’s usual peer review process.","year":2011,"lang":"en","type":"review","venue":"Applied Physiology Nutrition and Metabolism","topic":"Physical Activity and Health","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; York University; University of Toronto; University of British Columbia","funders":"University of British Columbia; Public Health Agency; Public Health Agency of Canada","keywords":"Population; Medicine; Risk stratification; Referral; Psychology; Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002058712,0.0005562896,0.00295925,0.0002564488,0.000575116,0.00006957523,0.0001421514,0.0003251697,0.0009847042],"category_scores_gemma":[0.00041195,0.000418961,0.0003875395,0.0004171919,0.0006379444,0.0005481566,0.00006900541,0.001433659,0.000001645555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756355,"about_ca_system_score_gemma":0.0009689514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001547864,"about_ca_topic_score_gemma":0.00002036742,"domain_scores_codex":[0.9962643,0.001263202,0.0007620481,0.0008233085,0.0004565448,0.0004305955],"domain_scores_gemma":[0.9938046,0.003284625,0.001626457,0.0003548983,0.000696858,0.0002325817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003574893,0.00843369,0.00002167984,0.04178244,0.0008955872,2.92337e-7,0.0006093605,0.00000303874,0.001135158,0.00107234,0.02948031,0.9129912],"study_design_scores_gemma":[0.01264454,0.002308545,0.01464504,0.03926905,0.01134144,0.00001729413,0.0002387245,0.002474551,0.0008698762,0.007909727,0.9072999,0.0009812758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1061065,0.7693433,0.001228703,0.09227078,0.0005853813,0.02747648,0.00248596,0.0001050285,0.000397902],"genre_scores_gemma":[0.07278713,0.9222873,0.001619241,0.0005659806,0.0009961935,0.001503273,0.0001378614,0.00004598346,0.00005696626],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.91201,"threshold_uncertainty_score":0.9999285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370274835981342,"score_gpt":0.4179056373977278,"score_spread":0.2808781537995936,"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."}}