{"id":"W4382585128","doi":"10.3389/fendo.2023.1179521","title":"Global biomarkers of oxidative stress and fractures: a matched case-control study","year":2023,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Antioxidant Activity and Oxidative Stress","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Jilin University","keywords":"Odds ratio; Confidence interval; Medicine; Oxidative stress; Internal medicine; Case-control study; Fracture (geology); Gastroenterology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001929407,0.000763651,0.001159015,0.001269142,0.0009936374,0.0006578555,0.0006579129,0.0009865415,0.002689194],"category_scores_gemma":[0.002892897,0.0008790419,0.000821809,0.001526756,0.0005316398,0.0004430611,0.0005848377,0.0005240064,0.0003808257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004026078,"about_ca_system_score_gemma":0.000422998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004082701,"about_ca_topic_score_gemma":0.003189448,"domain_scores_codex":[0.9983339,0.0004271794,0.0001732766,0.0006319412,0.0002788919,0.0001548881],"domain_scores_gemma":[0.9988269,0.000271267,0.00028328,0.000299655,0.0001562663,0.0001626344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003539656,0.0006671112,0.9887558,0.0001144551,0.001226564,0.0007103012,0.0002065204,0.00009182159,0.001704526,0.00009698005,0.0001804434,0.002705781],"study_design_scores_gemma":[0.0007073069,0.002455275,0.9919844,0.00002135732,0.001231254,0.001688616,0.0001644872,0.0004720839,0.0003247948,0.0001368964,0.0007947037,0.00001882695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974812,0.000919748,0.0007132273,0.00002341909,0.00001833295,0.0001361598,0.000302463,0.000009274268,0.0003962343],"genre_scores_gemma":[0.9985753,0.0002257839,0.0004248293,0.00004704137,0.00003425607,0.0001043835,0.0003665778,0.000003447399,0.0002182597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004082701,"threshold_uncertainty_score":0.01020378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138266959178603,"score_gpt":0.300897479518789,"score_spread":0.2870707836009287,"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."}}