{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003339359,0.00009294441,0.000212783,0.0002611551,0.00004632394,0.00002574084,0.00005005647,0.00005601459,0.00002766703],"category_scores_gemma":[0.00004300071,0.00007954988,0.00007735859,0.0001007863,0.00007351671,0.0003888887,0.00001402029,0.0002521024,4.366339e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006726555,"about_ca_system_score_gemma":0.0002295937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00147068,"about_ca_topic_score_gemma":0.001069477,"domain_scores_codex":[0.9989747,0.00003328974,0.0001716879,0.0001122464,0.0006262973,0.00008176268],"domain_scores_gemma":[0.9979838,0.00001806996,0.0002464982,0.00005110728,0.001548543,0.0001519505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000705138,0.004643286,0.01390225,0.00006238632,0.00007939793,0.00001177645,0.0008047469,0.000003587442,0.3121113,0.0001397005,0.00016565,0.6673708],"study_design_scores_gemma":[0.00301178,0.0004742393,0.821836,0.0002883093,0.000354569,0.0002190373,0.0001921653,0.002366731,0.1676593,0.001694268,0.001739345,0.0001642768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982642,0.00001486661,0.00003615372,0.001146589,0.0002834979,0.0001806813,0.00001665775,0.000004402069,0.00005298223],"genre_scores_gemma":[0.9990197,0.00002438401,0.0004264405,0.00001787697,0.000474853,0.000008618385,0.00001185759,0.000006095675,0.00001019912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8079337,"threshold_uncertainty_score":0.324395,"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."}}