{"id":"W2118292202","doi":"10.1186/1471-2466-9-15","title":"ICE COLD ERIC – International collaborative effort on chronic obstructive lung disease: exacerbation risk index cohorts – Study protocol for an international COPD cohort study","year":2009,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lunge Zürich; Universitätsspital Zürich; Universität Zürich; University of Toronto; National Science Foundation; Universiteit van Amsterdam; McGill University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; COPD; Exacerbation; Obstructive lung disease; Cohort; Quality of life (healthcare); Intensive care medicine; Cohort study; Prospective cohort study; Internal medicine; Physical therapy; Emergency 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02940686,0.003008466,0.004289896,0.002475829,0.002736997,0.002512481,0.004174276,0.003055532,0.03536427],"category_scores_gemma":[0.01911215,0.00252211,0.003343569,0.003887073,0.001173989,0.001962053,0.002623011,0.003547705,0.01221518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002707631,"about_ca_system_score_gemma":0.009255268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00381083,"about_ca_topic_score_gemma":0.006762781,"domain_scores_codex":[0.9898854,0.005506338,0.001727121,0.001478518,0.0008023942,0.0006001682],"domain_scores_gemma":[0.9896198,0.001861651,0.001908143,0.003021467,0.002666038,0.0009228963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.2070988,0.008321699,0.06037683,0.03808974,0.005106146,0.001382001,0.002592337,0.006317413,0.007054407,0.01726816,0.5828312,0.06356122],"study_design_scores_gemma":[0.2233886,0.01186394,0.2455768,0.01507231,0.003042243,0.0009745577,0.001645599,0.007629927,0.002369862,0.0103291,0.4774701,0.0006370834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007296921,0.001071539,0.01534613,0.0006320646,0.0006785149,0.8982055,0.07133386,0.0004115479,0.005023885],"genre_scores_gemma":[0.00316215,0.0001858832,0.005934423,0.0002852372,0.00007342192,0.9765846,0.01264448,0.00004436191,0.001085403],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03536427,"threshold_uncertainty_score":0.1555202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520859505106518,"score_gpt":0.3692448891112995,"score_spread":0.3440362940602344,"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."}}