{"id":"W2589716687","doi":"10.1093/neuros/nyw078","title":"Intervertebral Disk Degeneration and Repair","year":2017,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":483,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Degeneration (medical); Medicine; Modalities; Bioinformatics; Low back pain; Degenerative disc disease; Clinical trial; Disease; Degenerative Disorder; Intervertebral disc; Pathology; Neuroscience; Surgery; Biology","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":[0.0005605643,0.000895442,0.001101091,0.003557583,0.0005714154,0.001595265,0.00101485,0.001472698,0.006967837],"category_scores_gemma":[0.001001994,0.0002383944,0.0004989002,0.002392482,0.0007236417,0.001534428,0.0009586141,0.001332654,0.004300574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007257949,"about_ca_system_score_gemma":0.00181662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012159,"about_ca_topic_score_gemma":0.001931109,"domain_scores_codex":[0.9997346,0.00002939502,0.00005517078,0.0000448036,0.0001073682,0.00002866019],"domain_scores_gemma":[0.9995713,0.0001276757,0.00007414995,0.00001958681,0.0001664909,0.00004090098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003082902,0.00005468278,0.0002086994,0.01801305,0.0000557479,0.0002927778,0.00007860724,0.0001969627,0.001142692,0.004034271,0.0347557,0.9411359],"study_design_scores_gemma":[0.000006635712,0.00004580763,0.0009135462,0.005211993,0.00005540383,0.003273114,0.00009248607,0.00005584465,0.0003889262,0.002248966,0.9876916,0.00001567474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001073589,0.9971898,0.0001488233,0.0003059182,0.000395511,0.000008927057,0.00002506003,0.00001080009,0.001807825],"genre_scores_gemma":[0.0008843851,0.9974287,0.000195239,0.0001421449,0.0002556636,0.000007803163,0.00004202457,0.00000184817,0.001042125],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006967837,"threshold_uncertainty_score":0.02330977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2188629898404507,"score_gpt":0.4258437297794462,"score_spread":0.2069807399389955,"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."}}