{"id":"W4410738442","doi":"10.22541/au.174828128.86074416/v1","title":"SPIROMETRY ASSESSMENTS IN CHILDREN WITH SICKLE CELL DISEASE IN GHANA AND FACTORS THAT CONTRIBUTE TO ABNORMAL LUNG FUNCTION- A CASE CONTROL STUDY.","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland College","funders":"","keywords":"Spirometry; Lung function; Medicine; Disease; Lung; Intensive care medicine; Pediatrics; Internal medicine; Asthma","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":[0.0007845635,0.0005915603,0.000486894,0.00119079,0.0007105833,0.0005485467,0.0003935784,0.0006199622,0.001497587],"category_scores_gemma":[0.001985957,0.0006282799,0.0003803788,0.001079981,0.000680893,0.0003481547,0.0004289958,0.0004610443,0.0002010486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008232602,"about_ca_system_score_gemma":0.0004490016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110988,"about_ca_topic_score_gemma":0.01046043,"domain_scores_codex":[0.9992862,0.0001982801,0.00008444416,0.0002114081,0.0001171713,0.0001023846],"domain_scores_gemma":[0.9989229,0.0002315569,0.0005238443,0.0000867644,0.00009239899,0.0001425445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009958995,0.0001003476,0.9976355,0.00002034338,0.00002155158,0.0007806542,0.0003370285,0.0000102312,0.0002781864,0.00001282119,0.00005228279,0.0006513625],"study_design_scores_gemma":[0.00003536613,0.0003339009,0.9946176,0.00002148889,0.00003688641,0.003789878,0.0006833334,0.00007298314,0.0001106276,0.00001201778,0.0002815618,0.000004411128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999522,0.0002139028,0.00004477959,0.0000157386,0.000003049958,0.00001744969,0.00008749994,0.00000178738,0.0000938313],"genre_scores_gemma":[0.9994677,0.0001534465,0.0001209325,0.00001854494,0.000005264465,0.00001990534,0.0001359658,0.000001224371,0.00007710679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110988,"threshold_uncertainty_score":0.02209044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007505745082475188,"score_gpt":0.2638125570596576,"score_spread":0.2563068119771824,"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."}}