{"id":"W1993319978","doi":"10.1186/1479-5868-7-42","title":"Process description and evaluation of Canadian Physical Activity Guidelines development","year":2010,"lang":"en","type":"article","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Sports injuries and prevention","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University; Canadian Society for Exercise Physiology; Children's Hospital of Eastern Ontario","funders":"Public Health Agency; Public Health Agency of Canada; Canadian Institutes of Health Research; University of Ottawa","keywords":"Systematic review; Guideline; Agency (philosophy); Process (computing); MEDLINE; Medical education; Attendance; Critical appraisal; Medicine; Evidence-based practice; Psychology; Alternative medicine; Political science; Computer science; Sociology; Pathology; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3855126,0.002914884,0.00383948,0.02680015,0.01189048,0.01504565,0.007850483,0.004053837,0.01785396],"category_scores_gemma":[0.5064789,0.002717446,0.006682851,0.02750559,0.003395239,0.004864942,0.01089949,0.006026695,0.004787384],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1026412,"about_ca_system_score_gemma":0.4739265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4332548,"about_ca_topic_score_gemma":0.5077306,"domain_scores_codex":[0.5898597,0.2185145,0.0866817,0.01116981,0.08440767,0.009366617],"domain_scores_gemma":[0.3698913,0.11993,0.02939421,0.02237397,0.4483223,0.01008837],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00106593,0.0006329839,0.008127119,0.0574138,0.0007956329,0.0005542473,0.03190398,0.002957615,0.00110682,0.02681676,0.1641811,0.7044439],"study_design_scores_gemma":[0.002838156,0.001002753,0.0224508,0.1182589,0.002319393,0.0002959994,0.01670146,0.004565673,0.004530141,0.01321896,0.8129877,0.0008299934],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.01615749,0.02350485,0.1133219,0.04063806,0.004182091,0.6317384,0.03493465,0.00231247,0.1332101],"genre_scores_gemma":[0.04400115,0.009679624,0.5227838,0.004166688,0.0002876749,0.3979482,0.01194111,0.0004205914,0.008771201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8973588,"threshold_uncertainty_score":0.8614659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153971289776234,"score_gpt":0.4370263123438713,"score_spread":0.3216291833662479,"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."}}