{"id":"W4296312389","doi":"10.1186/s12931-022-02147-x","title":"Recent advances in vitamin D implications in chronic respiratory diseases","year":2022,"lang":"en","type":"review","venue":"Respiratory Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Mohammed Bin Rashid University of Medicine and Health Sciences; Al Jalila Foundation","keywords":"Medicine; Vitamin D and neurology; vitamin D deficiency; Immunology; Intensive care medicine; Context (archaeology); Respiratory tract infections; Respiratory disease; Disease; Respiratory system; Internal medicine; Lung; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004033434,0.0008693038,0.002782856,0.005585268,0.0004695499,0.0001026436,0.001591793,0.0005607224,0.005126584],"category_scores_gemma":[0.002314483,0.0008429496,0.0006859903,0.008409037,0.001007069,0.0004574206,0.001574318,0.00574861,0.0005477569],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02508273,"about_ca_system_score_gemma":0.02408105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003870638,"about_ca_topic_score_gemma":0.0003546025,"domain_scores_codex":[0.985093,0.005038704,0.001974695,0.002391001,0.003030551,0.00247205],"domain_scores_gemma":[0.9929618,0.002302188,0.0003266429,0.002895446,0.000436075,0.001077848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001530849,0.0008107234,0.00189999,0.02948711,0.00006920153,0.001268885,0.00002420121,0.00001735931,0.000007899873,0.0003369902,0.002222197,0.9637024],"study_design_scores_gemma":[0.001637794,0.0004772372,0.005967397,0.007418897,0.0001252755,0.00003063049,0.0001060473,0.00001880328,0.000001264903,0.0001287011,0.9834548,0.0006332111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002106723,0.9863701,0.000001078056,0.0001749535,0.0001624655,0.006694424,0.0006652207,0.0001038418,0.005617196],"genre_scores_gemma":[0.00002235476,0.9885482,0.00001214741,0.0001447664,0.0007319269,0.009057061,0.0004372231,0.0002910992,0.0007552885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9812325,"threshold_uncertainty_score":0.9994021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1809035757303705,"score_gpt":0.4757056248153493,"score_spread":0.2948020490849788,"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."}}