{"id":"W1990686080","doi":"10.1053/rmed.2002.1417","title":"Systematic assessment of clinical practice guidelines for the management of chronic obstructive pulmonary disease","year":2003,"lang":"en","type":"review","venue":"Respiratory Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Thoracic Society","keywords":"Medicine; Guideline; MEDLINE; COPD; Intensive care medicine; Pulmonary disease; Disease management; Family medicine; Disease; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01832326,0.0006063082,0.005195818,0.000248605,0.00009037108,0.000007160193,0.000488604,0.0002952195,0.0001340466],"category_scores_gemma":[0.04861691,0.0003351598,0.001257604,0.0006343517,0.0004886852,0.0001498406,0.0001566441,0.0007251914,0.000007401086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003753742,"about_ca_system_score_gemma":0.002768638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001429866,"about_ca_topic_score_gemma":0.000001462725,"domain_scores_codex":[0.9834092,0.001603023,0.01222604,0.0007751572,0.001632287,0.0003543358],"domain_scores_gemma":[0.9647559,0.02034256,0.00877034,0.001924613,0.00385711,0.0003494606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001526035,0.0003859694,0.00001519023,0.4785669,0.003098681,0.00008846199,0.000006291101,0.000004996801,3.645285e-7,0.0009024581,0.004912716,0.5118654],"study_design_scores_gemma":[0.001684192,0.0007868234,0.0001386746,0.198985,0.05000519,0.00005615043,0.0005792215,0.0002469276,1.15445e-7,0.00003440183,0.7472937,0.0001895765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001947062,0.9790149,0.005133244,0.00193442,0.001669072,0.01133612,0.00008951031,0.00002613972,0.0007946165],"genre_scores_gemma":[0.00001439828,0.9838846,0.01050582,0.002056852,0.001837433,0.001202787,0.0001429489,0.0001080802,0.0002470197],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.742381,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5833032781023193,"score_gpt":0.6491587255579582,"score_spread":0.06585544745563887,"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."}}