{"id":"W4402468770","doi":"10.1016/j.bas.2024.103901","title":"A systematic review evaluating the association of atherosclerosis and lumbar degenerative disc disease","year":2024,"lang":"en","type":"review","venue":"Brain and Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agricultural Adaptation Council; Leids Universitair Medisch Centrum; China Scholarship Council; Universiteit Leiden","keywords":"Medicine; Degenerative disc disease; Disease; Lumbar; Degenerative disease; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01039684,0.001664103,0.01121066,0.01328639,0.0009518861,0.003578937,0.002437698,0.002429449,0.007668131],"category_scores_gemma":[0.05255833,0.001146667,0.008196263,0.0144509,0.001082186,0.002797442,0.001870867,0.001251077,0.0005157824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004832711,"about_ca_system_score_gemma":0.01350584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00873127,"about_ca_topic_score_gemma":0.02591819,"domain_scores_codex":[0.987635,0.004276028,0.005101149,0.0008114348,0.001862802,0.0003136976],"domain_scores_gemma":[0.9521099,0.03412553,0.00916909,0.0005738923,0.003579134,0.0004423849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001633756,0.00000911834,0.0008204883,0.9802151,0.007967913,0.00009585534,0.0001148362,0.00005230934,0.00007209938,0.0001044677,0.0005705848,0.009813926],"study_design_scores_gemma":[0.0003115384,0.0002531333,0.006128038,0.8827478,0.09978745,0.0003921218,0.0002652326,0.00009489946,0.0001110901,0.0002514081,0.009620822,0.00003650082],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002206483,0.9950131,0.0002029334,0.0003040694,0.0001378335,0.0008166434,0.0008495426,0.00001130827,0.0004581048],"genre_scores_gemma":[0.0326177,0.9622884,0.001134261,0.0008162135,0.0001549581,0.002120769,0.0005988549,0.000008931353,0.0002599646],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01328639,"threshold_uncertainty_score":0.05498439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07394353134238613,"score_gpt":0.4148468738954343,"score_spread":0.3409033425530482,"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."}}