{"id":"W4399788343","doi":"10.1002/jsp2.1346","title":"Effects of circulating inflammatory proteins on spinal degenerative diseases: Evidence from genetic correlations and Mendelian randomization study","year":2024,"lang":"en","type":"article","venue":"JOR Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Fujian Provincial Health Technology Project; Natural Science Foundation of Fujian Province; National Natural Science Foundation of China","keywords":"Mendelian randomization; Spondylolisthesis; Medicine; Bioinformatics; Genome-wide association study; Oncology; Internal medicine; Single-nucleotide polymorphism; Biology; Genetics; Gene; Surgery; Genotype; Lumbar","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":[],"consensus_categories":[],"category_scores_codex":[0.00007713596,0.0001288243,0.0002826767,0.0001408663,0.00004577069,0.00001879842,0.00003650727,0.00004708605,0.00004376936],"category_scores_gemma":[0.0006199328,0.00009920097,0.00006860513,0.0001601855,0.0000435838,0.0001063783,0.00003125471,0.0001166431,0.00001421898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003906266,"about_ca_system_score_gemma":0.00006559132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005086275,"about_ca_topic_score_gemma":0.00001612217,"domain_scores_codex":[0.9990506,0.0001003362,0.0003098319,0.0002718835,0.0001669454,0.0001003611],"domain_scores_gemma":[0.9996102,0.00003666581,0.00007067373,0.0001468197,0.00006091193,0.00007466352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008969652,0.001087119,0.09325786,0.001914736,0.00069913,0.001049586,0.003481356,0.001161182,0.8709839,0.0005924514,0.0003321745,0.02454353],"study_design_scores_gemma":[0.003875989,0.003246228,0.943881,0.002587943,0.0005419094,0.000008581193,0.00009583637,0.03209461,0.01346084,0.00008661411,0.000007177149,0.0001132359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758925,0.004622088,0.0174819,0.0002052101,0.000186552,0.001525693,0.000007043611,0.00004913198,0.00002984849],"genre_scores_gemma":[0.9980479,0.00004870259,0.001333647,0.00008066005,0.000200634,0.0001567505,0.00001495379,0.00001719566,0.00009955087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8575231,"threshold_uncertainty_score":0.4045298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746125604916179,"score_gpt":0.3070377482461578,"score_spread":0.289576492196996,"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."}}