{"id":"W4411919849","doi":"10.1016/j.ccm.2025.04.011","title":"Reference Values","year":2025,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Queen's University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004261208,0.002186132,0.00468316,0.01188385,0.0006305646,0.00363622,0.003833002,0.0025275,0.1366663],"category_scores_gemma":[0.02400844,0.0005648978,0.003669455,0.01165472,0.001145199,0.003048334,0.00180366,0.003243818,0.03990718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597907,"about_ca_system_score_gemma":0.004433081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004589605,"about_ca_topic_score_gemma":0.006366345,"domain_scores_codex":[0.9938822,0.001861794,0.001974505,0.0005962647,0.00146061,0.00022473],"domain_scores_gemma":[0.9914519,0.003973939,0.00161771,0.0003672346,0.002338715,0.0002505025],"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":[0.0005316041,0.00007279966,0.0004944606,0.1367995,0.0009127028,0.0001731125,0.0001639347,0.0002670026,0.0007249617,0.01564955,0.3264894,0.5177209],"study_design_scores_gemma":[0.0002650784,0.0001157074,0.001735516,0.05335983,0.0009362758,0.000423599,0.0001414991,0.00009038152,0.0003321916,0.01022504,0.9323314,0.00004351542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006242903,0.901679,0.00424309,0.004601954,0.01098254,0.0009018629,0.02659439,0.0004349305,0.0499379],"genre_scores_gemma":[0.01038231,0.868498,0.0254555,0.01157339,0.004595731,0.002598793,0.03671401,0.000315581,0.03986676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1366663,"threshold_uncertainty_score":0.4571944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1564964765233482,"score_gpt":0.4827656061721994,"score_spread":0.3262691296488512,"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."}}