{"id":"W2766275191","doi":"10.1139/h11-060","title":"Evidence-based risk assessment and recommendations for physical activity clearance: an introduction<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":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; York University; University of Toronto; University of British Columbia","funders":"","keywords":"Risk stratification; Asymptomatic; Physical activity; Psychology; Medicine; Medical education; Family medicine; Physical therapy; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.03851181,0.002786666,0.004986685,0.01356074,0.001227468,0.007449215,0.004991104,0.009502703,0.02523325],"category_scores_gemma":[0.1798143,0.001929241,0.005994685,0.007797249,0.001274249,0.009208348,0.004131705,0.007826305,0.01001074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00444261,"about_ca_system_score_gemma":0.01162488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003085751,"about_ca_topic_score_gemma":0.006587852,"domain_scores_codex":[0.9625094,0.01441538,0.01275088,0.001236429,0.008500751,0.0005872861],"domain_scores_gemma":[0.838803,0.1146351,0.01818976,0.001859557,0.02494293,0.001569607],"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":[0.0003464133,0.0001830412,0.0006649488,0.2657829,0.0009454417,0.0002730316,0.0005916572,0.0006298042,0.0003818677,0.006167135,0.3639194,0.3601144],"study_design_scores_gemma":[0.0002387049,0.0002036299,0.001873063,0.4143554,0.001258542,0.0004400964,0.0003617773,0.0006088594,0.0002076202,0.008961671,0.5713434,0.0001471809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0006344385,0.8331608,0.01231591,0.09608521,0.03851572,0.007664384,0.005160842,0.0004494172,0.006013214],"genre_scores_gemma":[0.004638881,0.8420969,0.07665614,0.03432155,0.01801008,0.01318211,0.006131987,0.0001870696,0.004775221],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03851181,"threshold_uncertainty_score":0.2036723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2053556583149647,"score_gpt":0.4537026679580484,"score_spread":0.2483470096430837,"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."}}