{"id":"W1982257665","doi":"10.2106/jbjs.e.01326","title":"Biologic Markers and Disc Degeneration","year":2006,"lang":"en","type":"review","venue":"Journal of Bone and Joint Surgery","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shriners Hospitals for Children - Canada","funders":"","keywords":"Degeneration (medical); Ankylosing spondylitis; Extracellular matrix; Intervertebral disc; Medicine; Pathology; Process (computing); Bioinformatics; Neuroscience; Biology; Anatomy; Cell biology; Internal medicine; Computer science","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":[0.0007297992,0.0009597656,0.001892143,0.00366944,0.000357583,0.001162038,0.0008139841,0.001841704,0.003007758],"category_scores_gemma":[0.001158482,0.0003033104,0.0003856661,0.003174855,0.0008854121,0.00143892,0.0007189517,0.001573004,0.003586855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006173972,"about_ca_system_score_gemma":0.0009193846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001100723,"about_ca_topic_score_gemma":0.001609632,"domain_scores_codex":[0.9996141,0.0000760958,0.00005925827,0.00006218611,0.0001673331,0.00002114352],"domain_scores_gemma":[0.9994899,0.0002541422,0.00007796961,0.00002146736,0.0001230239,0.00003349889],"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":[0.00005863563,0.00008118732,0.0004931777,0.009520194,0.00006986234,0.0006140122,0.0001120835,0.0002087762,0.001698875,0.003789168,0.02450116,0.9588529],"study_design_scores_gemma":[0.00001851666,0.00008424845,0.002642851,0.003912929,0.00006382733,0.006460475,0.0001535036,0.00005985675,0.0005864086,0.003679857,0.9823135,0.00002403257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006430029,0.9990007,0.00006241274,0.0001429029,0.0001126354,0.000001794968,0.000004569369,0.00000322149,0.0006074294],"genre_scores_gemma":[0.0007462867,0.997991,0.0001854032,0.0001832943,0.0001712373,0.000005401032,0.00001420695,8.469869e-7,0.0007023775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00366944,"threshold_uncertainty_score":0.01006198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09614095394728392,"score_gpt":0.3291743446704874,"score_spread":0.2330333907232035,"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."}}