{"id":"W2331852641","doi":"10.1097/brs.0000000000000376","title":"Changing Trends in Cervical Spine Fusions in Patients With Rheumatoid Arthritis","year":2014,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Rheumatoid arthritis; Incidence (geometry); Population; Cervical spine; Spinal fusion; Surgery; Deformity; Arthrodesis; Internal medicine; Pathology","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":[0.0001854414,0.0001471727,0.0003638214,0.000459363,0.00003288937,0.000007547006,0.00006128425,0.00007447997,0.0009098051],"category_scores_gemma":[0.00005441404,0.0001111792,0.00004134769,0.0009390675,0.00003447898,0.00004946372,0.00006913901,0.000230207,0.00005000321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004195052,"about_ca_system_score_gemma":0.0000151858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006964283,"about_ca_topic_score_gemma":0.0004965321,"domain_scores_codex":[0.9988117,0.00002986744,0.0002850879,0.0002590761,0.0002446578,0.0003696165],"domain_scores_gemma":[0.9995275,0.000008315087,0.00004201586,0.0002286945,0.0000399505,0.0001535383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001320343,0.0004345915,0.3087231,0.00003791092,0.000005969382,0.00003454926,0.0002150693,0.000005085543,0.0000511681,0.0005674546,0.00001409096,0.689779],"study_design_scores_gemma":[0.004923968,0.000584664,0.9898794,0.0005513412,0.000004107873,0.0000093995,0.00003012024,0.000501921,0.00006893434,0.00007864195,0.003224004,0.0001435566],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909378,0.0001200057,0.0001920046,0.001529502,0.00008145264,0.0001525668,0.00000348604,0.00004566724,0.006937493],"genre_scores_gemma":[0.9981936,0.00006003662,0.0006689546,0.0004939766,0.00008666475,0.00001860632,0.0001291881,0.00002117903,0.0003277658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6896355,"threshold_uncertainty_score":0.9961728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00717435571266299,"score_gpt":0.2405017701720649,"score_spread":0.233327414459402,"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."}}