{"id":"W2316245443","doi":"10.1155/2001/572825","title":"Spirometry and Obstructive Lung Disease in Manitoba","year":2001,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"Boehringer Ingelheim Fonds","keywords":"Medicine; Spirometry; Obstructive lung disease; Pulmonary disease; Lung; Intensive care medicine; Lung disease; Internal medicine; Cardiology; Asthma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003287594,0.0002132682,0.0002841922,0.0012753,0.0002465032,0.00009204409,0.0001619365,0.0001028845,0.0009483449],"category_scores_gemma":[0.0002792455,0.0002133779,0.00009663677,0.000597537,0.0002399044,0.0002659326,0.00004302648,0.0008336071,0.00003774534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002640087,"about_ca_system_score_gemma":0.003027267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005892031,"about_ca_topic_score_gemma":0.03852325,"domain_scores_codex":[0.9979683,0.0001266355,0.0003390207,0.0003570652,0.0004339152,0.0007750367],"domain_scores_gemma":[0.9956846,0.00004407241,0.00007193507,0.0003035233,0.0001732864,0.003722625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001710575,0.00003739144,0.9541892,0.00008282402,0.00004236351,0.02031147,0.00006082036,0.000006725318,0.000130493,0.0001907054,0.0008089718,0.02396795],"study_design_scores_gemma":[0.001583407,0.00004273907,0.9714139,0.0001643485,0.00004606492,0.0009132207,0.000501806,0.0001853922,0.00001061539,0.0005132001,0.02442638,0.0001990016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857026,0.009399622,0.00001309764,0.0008752482,0.0002080277,0.0003723928,0.00004172384,0.00001394735,0.003373365],"genre_scores_gemma":[0.9974771,0.0001699365,0.00004633698,0.00139835,0.0005716009,0.00001398146,0.000005468941,0.00004236865,0.000274912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03263122,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359485972228095,"score_gpt":0.2831992103430891,"score_spread":0.2596043506208082,"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."}}