{"id":"W7098222467","doi":"","title":"METHODOLOGY Open Access Methodology Process description and evaluation of Canadian Physical Activity Guidelines development","year":2013,"lang":"en","type":"article","venue":"","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Guideline; Process (computing); Attendance; MEDLINE; Critical appraisal; Evidence-based practice; Systematic process","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001816637,0.00009389046,0.0002564785,0.00004396754,0.0001908137,0.00005592341,0.0003235166,0.00008429041,0.0004071617],"category_scores_gemma":[0.0005856277,0.00003569684,0.00001694708,0.000246056,0.00007353475,0.0005227347,0.0002178784,0.00005691578,0.000009015303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002953451,"about_ca_system_score_gemma":0.00008891546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1335014,"about_ca_topic_score_gemma":0.5485456,"domain_scores_codex":[0.9987181,0.0006132836,0.0001503519,0.0002345223,0.00009377077,0.0001899526],"domain_scores_gemma":[0.9987805,0.0005539787,0.0001025136,0.00002781829,0.0004588839,0.00007632485],"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":[0.00003243035,0.00008951047,0.04684008,0.0000112114,0.00008920277,4.117699e-7,0.000287004,0.00001645626,0.04799155,0.0005075436,0.002164032,0.9019706],"study_design_scores_gemma":[0.0001277395,0.00006658622,0.9718437,0.000004838023,0.00003154037,0.000004922977,0.0004356364,0.0005246543,0.0178454,0.006978598,0.002022673,0.0001137342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935272,0.00003346916,0.00006565277,0.003236076,0.00006523796,0.0005749418,0.000005355428,0.00001021383,0.002481811],"genre_scores_gemma":[0.9901454,0.00001768223,0.009251645,0.0002161772,0.00004135592,0.0002187632,0.00001274837,3.423293e-7,0.00009586808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9250036,"threshold_uncertainty_score":0.8722687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7771453681664688,"score_gpt":0.4802611435072749,"score_spread":0.296884224659194,"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."}}