{"id":"W4291535355","doi":"10.47811/bhj.140","title":"Poor Lung Function of Industrial Workers of Bhutan: a retrospective study","year":2022,"lang":"en","type":"article","venue":"Bhutan Health Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Reseau canadien de recherche respiratoire","keywords":"Spirometry; Medicine; Vital capacity; Restrictive lung disease; Occupational lung disease; Pulmonary function testing; Lung volumes; Lung; Gold standard (test); Retrospective cohort study; Lung function; Physical therapy; Internal medicine; Asthma; Diffusing capacity","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":[0.0004514251,0.0003107604,0.0004557436,0.001504527,0.001041224,0.0005745039,0.0004839565,0.000555247,0.001968272],"category_scores_gemma":[0.0008167314,0.0005127821,0.0003395048,0.001471408,0.0005008691,0.0006323484,0.0007755909,0.0005244829,0.0003846902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004696296,"about_ca_system_score_gemma":0.0005702562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008596028,"about_ca_topic_score_gemma":0.01063877,"domain_scores_codex":[0.9993953,0.0001025302,0.00008565219,0.0001476005,0.0001305763,0.0001384253],"domain_scores_gemma":[0.9991915,0.0001499975,0.0002865051,0.00008803833,0.0001036232,0.0001803623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002448511,0.00004082219,0.9985796,0.00001946369,0.00001320956,0.000356401,0.0002197014,0.000006060738,0.0001189795,0.000007755202,0.00005425166,0.0005592222],"study_design_scores_gemma":[0.000003928336,0.0001789567,0.9965439,0.00002289317,0.00001775727,0.001778798,0.00107685,0.00004026166,0.00003946904,0.00001983309,0.0002717192,0.000005504495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989889,0.0003984495,0.00004360444,0.00003862207,0.000005292427,0.0000225722,0.0001766404,0.000002123938,0.0003238094],"genre_scores_gemma":[0.9991012,0.0002576154,0.00005981588,0.00008311474,0.00001549714,0.00002525511,0.000314752,0.00000137616,0.000141546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008596028,"threshold_uncertainty_score":0.01709199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04531186443120041,"score_gpt":0.3509379657826588,"score_spread":0.3056261013514584,"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."}}