{"id":"W2150057261","doi":"10.1016/j.jped.2013.12.002","title":"Vitamin D as a modifiable risk factor in critical illness: questions and answers provided by observational studies","year":2013,"lang":"en","type":"letter","venue":"Jornal de Pediatria","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Vitamin D and neurology; Disease; Epidemiology; vitamin D deficiency; Observational study; Immune system; Pneumonia; Vitamin; Diabetes mellitus; Rickets; Bronchiolitis; Intensive care medicine; Physiology; Immunology; Internal medicine; Endocrinology; Virus","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005488654,0.0004916571,0.001028519,0.0004272209,0.0002768837,0.0001091608,0.0001858313,0.0007106188,0.0001803877],"category_scores_gemma":[0.01504273,0.0003991576,0.0001644999,0.000317024,0.00043924,0.0002747009,0.0002194487,0.003017169,0.00009316315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005721765,"about_ca_system_score_gemma":0.0006754478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408002,"about_ca_topic_score_gemma":0.00003442733,"domain_scores_codex":[0.996334,0.0003925719,0.0006647882,0.0006919759,0.001015154,0.0009015523],"domain_scores_gemma":[0.9957177,0.00288693,0.0001824431,0.0003382574,0.0006201395,0.0002545458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005039101,0.00009850372,0.03627924,0.001245337,0.0003093028,0.0004399167,0.0006047511,0.000003747435,0.0001489915,0.0000474827,0.9605271,0.0002452174],"study_design_scores_gemma":[0.01024239,0.002222024,0.2960471,0.00220657,0.002582795,0.0004288925,0.003222608,0.002048991,0.0001482151,0.01096759,0.6671364,0.002746472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3576239,0.01449271,0.0000601954,0.6236386,0.0006149808,0.001832552,0.001328963,0.000115134,0.0002929684],"genre_scores_gemma":[0.3799954,0.07907996,0.01342524,0.4124022,0.04059306,0.006501683,0.001756561,0.0007324617,0.06551334],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2933907,"threshold_uncertainty_score":0.999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06453010966222386,"score_gpt":0.3795814287408656,"score_spread":0.3150513190786417,"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."}}