{"id":"W2291816660","doi":"10.1155/2009/397818","title":"Canadian Thoracic Society: Presenting a New Process for Clinical Practice Guideline Production","year":2009,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; Queen's University; Cancer Care Ontario; McMaster University; Dalhousie University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Guideline; Production (economics); Process (computing); Clinical Practice; Medical physics; Intensive care medicine; Family medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007493389,0.0002461714,0.0004165772,0.0004734918,0.0006675383,0.0001952286,0.0002273214,0.0002878947,0.0002472834],"category_scores_gemma":[0.03831974,0.0002441206,0.0003642485,0.0005881927,0.00005291522,0.0009734745,0.000008962297,0.001174421,0.00003911886],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325935,"about_ca_system_score_gemma":0.02899992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07383256,"about_ca_topic_score_gemma":0.4529695,"domain_scores_codex":[0.995496,0.0002376252,0.002334912,0.0005212754,0.0005318071,0.0008783736],"domain_scores_gemma":[0.9920627,0.0004524652,0.0008596597,0.0004183351,0.002454882,0.003751952],"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":[0.0002453093,0.00007794728,0.008862988,0.00002710684,0.0001399306,0.0001954601,0.0002434497,0.00006044056,0.0001048786,0.00004885852,0.753253,0.2367406],"study_design_scores_gemma":[0.001547277,0.0006188063,0.0056915,0.00009309674,0.0004514956,0.001131516,0.001381097,0.0004122867,0.00008087989,0.0008903282,0.9874434,0.0002583365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.198887,0.003178335,0.009634791,0.77178,0.004890546,0.004654939,0.00007761353,0.0001578033,0.006738896],"genre_scores_gemma":[0.3559639,0.0004319834,0.1012378,0.5006126,0.03765335,0.00004847805,0.0001894043,0.0002019552,0.003660586],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3791369,"threshold_uncertainty_score":0.995495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.350930706006049,"score_gpt":0.5666444102624997,"score_spread":0.2157137042564506,"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."}}