{"id":"W3129190188","doi":"10.1186/s12931-021-01633-y","title":"COPD Clinical Control: predictors and long-term follow-up of the CHAIN cohort","year":2021,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"AstraZeneca","keywords":"Medicine; COPD; Cohort; Hazard ratio; Proportional hazards model; Internal medicine; Quality of life (healthcare); Disease; Cohort study; Survival analysis; Confidence interval","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":[0.001893602,0.000227879,0.0004021184,0.000796273,0.0007974196,0.001023874,0.0004814586,0.0005141748,0.001909553],"category_scores_gemma":[0.004083126,0.0002298553,0.0006936134,0.001038566,0.000438031,0.0008533908,0.001014569,0.0007340123,0.0002646877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004313932,"about_ca_system_score_gemma":0.0005501741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01435004,"about_ca_topic_score_gemma":0.007422019,"domain_scores_codex":[0.9990393,0.0001949206,0.00008015632,0.0002734532,0.0001895409,0.0002226516],"domain_scores_gemma":[0.9964541,0.0005544469,0.001088435,0.0006313153,0.0004140772,0.0008575675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002522238,0.00001627749,0.9990839,0.000002732113,0.00002678052,0.00004439973,0.00005890783,0.00002276796,0.00008092531,0.00001083,0.00005815439,0.0003421638],"study_design_scores_gemma":[0.00001567909,0.0001207898,0.9989547,0.000006751768,0.00003722457,0.0001582978,0.0002072507,0.0002712719,0.0000441599,0.00003797173,0.000140963,0.000005034249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992034,0.0001394606,0.00006141047,0.00003051655,0.000005181788,0.000007052846,0.0003676784,0.000001863353,0.000183419],"genre_scores_gemma":[0.9991745,0.00004978248,0.00002723296,0.00001251142,0.000007798007,0.000007244292,0.0006307269,0.00000264155,0.00008750297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435004,"threshold_uncertainty_score":0.02853304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08127796841829384,"score_gpt":0.4061494377920828,"score_spread":0.324871469373789,"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."}}