{"id":"W77819113","doi":"10.1155/2007/426373","title":"Times have Changed – Is it Time to Consider Restructuring the CAG?","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Gastroenterology; Queen's University","funders":"","keywords":"Restructuring; Management; Political science; Process (computing); Public administration; Library science; Operations research; Law; Engineering; Computer science; Economics","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":[0.02648604,0.0005914907,0.0007996582,0.001098379,0.007553769,0.01361105,0.002653643,0.01142688,0.01665036],"category_scores_gemma":[0.07297949,0.0004259696,0.0009565828,0.002001727,0.006600691,0.01819031,0.004038135,0.01449272,0.004564441],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01230538,"about_ca_system_score_gemma":0.05142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06036912,"about_ca_topic_score_gemma":0.1736004,"domain_scores_codex":[0.978708,0.007649083,0.001351488,0.001071617,0.006421875,0.004797807],"domain_scores_gemma":[0.9373499,0.01090502,0.004596208,0.002011648,0.01575436,0.02938279],"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":[0.0001179943,0.0001432036,0.00446067,0.0005936452,0.00006567961,0.001217818,0.006267134,0.0002710377,0.001310005,0.02969482,0.7788432,0.1770148],"study_design_scores_gemma":[0.00001917714,0.0001015651,0.007171858,0.00091712,0.00002386757,0.0002770906,0.02618207,0.000115392,0.0002874607,0.01042355,0.9543861,0.00009481616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003161063,0.003981944,0.001231086,0.9692144,0.009870061,0.00003696722,0.00007058308,0.0001306028,0.01230334],"genre_scores_gemma":[0.1341185,0.0173873,0.01733238,0.7934158,0.006873375,0.0002069724,0.0005413214,0.0004651526,0.02965921],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9876946,"threshold_uncertainty_score":0.1400732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259101541008346,"score_gpt":0.4129048354458495,"score_spread":0.2869946813450149,"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."}}