{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02902663,0.001056728,0.001259183,0.001790503,0.0005149072,0.001059684,0.001351509,0.001390129,0.003930974],"category_scores_gemma":[0.06990226,0.0004739097,0.003570068,0.002717596,0.00169865,0.000610238,0.000770052,0.0007918502,0.0002996658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002906498,"about_ca_system_score_gemma":0.0006309827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002144459,"about_ca_topic_score_gemma":0.0008754043,"domain_scores_codex":[0.9593202,0.02927863,0.002140318,0.006260634,0.002389789,0.0006104032],"domain_scores_gemma":[0.8764323,0.09598625,0.01383596,0.0109829,0.001926577,0.000835986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008024818,0.0002083752,0.926645,0.0006596032,0.02642184,0.002138095,0.0003779155,0.001740922,0.0018378,0.003564236,0.0008578507,0.02752355],"study_design_scores_gemma":[0.002610682,0.002285432,0.9194372,0.0003582753,0.03353644,0.005081424,0.0002523481,0.01595133,0.001469124,0.01536586,0.00354265,0.0001092333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541098,0.0128221,0.02718304,0.001440479,0.000236509,0.0001963899,0.001632857,0.0001809244,0.002197871],"genre_scores_gemma":[0.9935035,0.001072095,0.004552637,0.0001817149,0.00008545793,0.00007559443,0.000372943,0.00002946525,0.0001264738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02902663,"threshold_uncertainty_score":0.1535093,"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."}}