{"id":"W4295207001","doi":"10.1016/j.xnsj.2022.100168","title":"A Systematic Review and Meta-Analysis of Silicon Nitride and Biomaterial Modulus as it Relates to Subsidence Risk in Spinal Fusion Surgery","year":2022,"lang":"en","type":"review","venue":"North American Spine Society Journal (NASSJ)","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Cochrane Library; Publication bias; Medicine; Funnel plot; MEDLINE; Odds ratio; Systematic review; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002417629,0.0006772198,0.01337455,0.0008189348,0.0001857252,0.00005479918,0.000266219,0.0001493028,0.0005723971],"category_scores_gemma":[0.001767671,0.0004584685,0.004732127,0.003786727,0.000295994,0.0001270468,0.0002804328,0.001021932,0.000008001028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00025516,"about_ca_system_score_gemma":0.0004795089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109105,"about_ca_topic_score_gemma":0.0004553476,"domain_scores_codex":[0.9940887,0.001066926,0.002992667,0.0007022415,0.0006789838,0.0004704515],"domain_scores_gemma":[0.9953104,0.000123425,0.003360961,0.0005861923,0.0002127418,0.000406313],"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":[0.00006614899,0.0003442194,0.002220569,0.7817765,0.1834729,0.0007406235,0.0005188654,0.000004139074,0.0000237463,0.000003464995,0.003517258,0.02731154],"study_design_scores_gemma":[0.0002977175,0.001681173,0.007985089,0.03908122,0.9418414,0.002512518,0.0003240092,0.00002442877,0.000001485295,0.000002667844,0.005609469,0.0006388175],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02557243,0.9720727,0.00001109539,0.0005977094,0.00008132218,0.001478002,0.0001505633,0.0000175552,0.00001861266],"genre_scores_gemma":[0.001806784,0.9955087,0.0003253587,0.001796654,0.00005711487,0.0002072089,0.0001158011,0.00005387712,0.0001284474],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7583685,"threshold_uncertainty_score":0.9997867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06763147864657254,"score_gpt":0.3674566355574705,"score_spread":0.2998251569108979,"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."}}