{"id":"W4391880677","doi":"10.1186/s12887-024-04599-0","title":"The relationship of vitamin D deficiency and childhood diarrhea: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"BMC Pediatrics","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diarrhea; vitamin D deficiency; Meta-analysis; Cochrane Library; Pediatrics; Vitamin D and neurology; Systematic review; MEDLINE; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003222167,0.0004475299,0.006833532,0.0006416293,0.0002004352,0.00006001646,0.0002209862,0.0001807649,0.000007534719],"category_scores_gemma":[0.01290402,0.0001970179,0.002039599,0.003169673,0.0001921351,0.00003744914,0.0003312165,0.0006094305,0.00002376401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006093834,"about_ca_system_score_gemma":0.0003834237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000511996,"about_ca_topic_score_gemma":0.00001500097,"domain_scores_codex":[0.9963002,0.0007086475,0.001456695,0.0005047349,0.0007318718,0.0002978413],"domain_scores_gemma":[0.9923334,0.005826143,0.0006350614,0.0008577451,0.0001981005,0.0001495943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[2.444957e-7,0.00002784639,0.000164888,0.9742011,0.02437783,0.000006103982,0.00004794943,2.440044e-8,4.632144e-10,0.0002290009,0.0006947403,0.0002502151],"study_design_scores_gemma":[0.00005536848,0.00004744358,0.0003693822,0.01833636,0.9788935,0.00006927575,0.00003675529,0.000001480806,2.101787e-9,0.00003522943,0.001995711,0.000159529],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002835675,0.9956113,0.00002596539,0.0002035901,0.00002910435,0.003828642,0.0001429,0.00002662698,0.0001290902],"genre_scores_gemma":[0.0001169877,0.9971332,0.000191674,0.00002263587,0.00005890806,0.0007699695,0.00002865005,0.00003857724,0.001639432],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9558648,"threshold_uncertainty_score":0.9954107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177722185651823,"score_gpt":0.3891468856704887,"score_spread":0.2713746671053064,"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."}}