{"id":"W2301444543","doi":"10.1016/j.cjca.2016.01.037","title":"Canadian Physical Activity Clinical Practice Guidelines: Running on Empty?","year":2016,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Clinical Practice; Quality (philosophy); Point (geometry); Epistemology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01776017,0.001106765,0.002490547,0.003043351,0.01647353,0.009503566,0.007504306,0.147135,0.01797882],"category_scores_gemma":[0.1226525,0.002026788,0.00358255,0.003090152,0.01014347,0.007598484,0.007138722,0.1058108,0.007821737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03988804,"about_ca_system_score_gemma":0.1839407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.459008,"about_ca_topic_score_gemma":0.6675856,"domain_scores_codex":[0.9595813,0.006534582,0.007578499,0.002293946,0.0166604,0.007351283],"domain_scores_gemma":[0.8442528,0.03868945,0.008737814,0.002831917,0.05571514,0.04977286],"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":[0.00001446399,0.00004908645,0.0006082774,0.00008295802,0.00001104993,0.0005856743,0.0002719103,0.00005620763,0.00007080951,0.002844589,0.9872814,0.008123687],"study_design_scores_gemma":[0.0001588492,0.00004542054,0.003364431,0.001865467,0.00004841423,0.0007509693,0.001396957,0.0003502316,0.0001294102,0.008064935,0.9836311,0.0001937354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008463858,0.000426932,0.00005751053,0.9931994,0.004597473,0.00001096644,0.00003044671,0.00001408078,0.001578512],"genre_scores_gemma":[0.002456537,0.001278559,0.001131864,0.9770389,0.01234244,0.0000670547,0.0001063466,0.00003806503,0.005540255],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.540992,"threshold_uncertainty_score":0.9126726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3147496457255243,"score_gpt":0.5269600726434899,"score_spread":0.2122104269179656,"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."}}