{"id":"W2021006026","doi":"10.2147/copd.s31630","title":"Diagnosis of airway obstruction in the elderly: contribution of the SARA study","year":2012,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Airway obstruction; Airway; Intensive care medicine; COPD; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008750531,0.00008130915,0.0002217547,0.0001856624,0.0000258759,0.000009998485,0.0003945842,0.00004029553,0.0002036231],"category_scores_gemma":[0.0006020825,0.00004723177,0.0001754449,0.0002175263,0.0001219429,0.0002137986,0.00006317368,0.0003030837,0.000003078413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003011388,"about_ca_system_score_gemma":0.0001772704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007747801,"about_ca_topic_score_gemma":0.00002040407,"domain_scores_codex":[0.997741,0.0002346305,0.0005540931,0.00006889168,0.001256356,0.0001450457],"domain_scores_gemma":[0.9980699,0.0002822388,0.0004649077,0.0001733241,0.0009510072,0.00005859864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006494776,0.001475016,0.9764021,0.000024173,0.0002532968,0.0000246266,0.0009810677,0.00003882462,0.0009353944,0.0006808449,0.0004817445,0.01805343],"study_design_scores_gemma":[0.002361899,0.0002807619,0.9889034,0.0001782192,0.00008997896,0.0001856224,0.001727231,0.00003099251,0.004799317,0.0003185733,0.001086176,0.00003784035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949656,0.001163001,0.00003845917,0.002278805,0.0008322633,0.0003757529,0.00001872017,0.00000176531,0.0003256602],"genre_scores_gemma":[0.9993517,0.0000898632,0.00002462352,0.00005340564,0.000424509,0.00001146106,0.000003302466,0.000006815854,0.00003435496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01801559,"threshold_uncertainty_score":0.222953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025367739033007,"score_gpt":0.3335916776429056,"score_spread":0.3133380002525756,"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."}}