{"id":"W2551826604","doi":"10.1183/13993003.congress-2016.pa3119","title":"Changes in FEV1 over 8 years in COPD","year":2016,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Eclipse; COPD; Spirometry; Group B; Demography; Pediatrics; Asthma; Internal 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":[0.001509722,0.0003047225,0.0003629915,0.0008783086,0.0004384406,0.0005280094,0.0005838402,0.001087537,0.001341289],"category_scores_gemma":[0.00331259,0.0002532839,0.0004872536,0.0008782692,0.0001874369,0.0006115186,0.0005132997,0.0009627489,0.0004010905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005772177,"about_ca_system_score_gemma":0.00027096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007871,"about_ca_topic_score_gemma":0.01281459,"domain_scores_codex":[0.9994605,0.0001724406,0.00004612042,0.0001266603,0.0001040931,0.00009010841],"domain_scores_gemma":[0.9981716,0.0003153054,0.0008610094,0.00008199903,0.0001793037,0.0003908189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004320618,0.00008136262,0.9968151,0.00002254432,0.00004482545,0.00004583641,0.00005413819,0.00004709932,0.00009140556,0.000007221922,0.0002312599,0.002127116],"study_design_scores_gemma":[0.000004551085,0.00006442302,0.9996723,0.00000471881,0.00001129476,0.00004375427,0.00002237831,0.00005226742,0.00001091111,0.00000566072,0.0001063016,0.000001364749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964232,0.00200354,0.00005561904,0.000135942,0.00002453457,0.00001320138,0.0007355765,0.000006804504,0.0006015699],"genre_scores_gemma":[0.9983256,0.0002462319,0.00009734626,0.00004856785,0.00003013269,0.00001342174,0.0008529783,0.000002671497,0.000383115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01007871,"threshold_uncertainty_score":0.02004009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151746461358746,"score_gpt":0.3098702565192548,"score_spread":0.2883527919056674,"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."}}