{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1320169,0.003175288,0.008365709,0.0195999,0.001867237,0.009455301,0.01272323,0.01450528,0.01489917],"category_scores_gemma":[0.3369081,0.003170302,0.01386373,0.01094408,0.002126672,0.008282796,0.007857324,0.01296143,0.009345563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008942504,"about_ca_system_score_gemma":0.037334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007159744,"about_ca_topic_score_gemma":0.009525873,"domain_scores_codex":[0.8904245,0.041238,0.04209866,0.002760119,0.02166668,0.001811913],"domain_scores_gemma":[0.6696479,0.1908232,0.03934898,0.006868227,0.08847433,0.004837425],"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":[0.0003515198,0.0002993841,0.001405481,0.2556916,0.002501726,0.0002562756,0.0009847925,0.001254775,0.0004131816,0.007024567,0.290393,0.4394236],"study_design_scores_gemma":[0.0006774002,0.000163297,0.002955467,0.670974,0.004544353,0.0003139414,0.0006953494,0.001080149,0.0005399796,0.009197547,0.3086103,0.0002483173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002140157,0.7026675,0.04131365,0.175762,0.03066882,0.01882907,0.01052281,0.001211429,0.01688459],"genre_scores_gemma":[0.01971213,0.5773638,0.3009441,0.0339813,0.005533898,0.0348947,0.02050859,0.0004838026,0.006577654],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1320169,"threshold_uncertainty_score":0.6981804,"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."}}