{"id":"W2050278892","doi":"10.1097/brs.0b013e3181d89094","title":"Does Vibration Influence the Initiation of Intervertebral Disc Herniation?","year":2011,"lang":"en","type":"article","venue":"Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Intervertebral disc; Biomechanics; Low back pain; Annulus (botany); Disc herniation; Intervertebral disk; Anatomy; Surgery; Pathology; Materials science; Lumbar; Composite material","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":[0.0001035582,0.00007606202,0.0001395101,0.00005384467,0.00002855235,0.000004448911,0.00008502513,0.00004760199,0.0008738556],"category_scores_gemma":[0.0001361212,0.0000350307,0.00007287039,0.0001153584,0.0000787404,0.0002002859,0.00003569093,0.00008653766,0.00005429763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001576026,"about_ca_system_score_gemma":0.0000262334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009683881,"about_ca_topic_score_gemma":0.00005247659,"domain_scores_codex":[0.9993839,0.00003291613,0.0002651367,0.0001161811,0.0001057905,0.0000960572],"domain_scores_gemma":[0.9995328,0.000002283975,0.0001159238,0.0002144889,0.0001059976,0.0000284605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003554144,0.001676349,0.3876912,0.0007841477,0.0004100154,0.00006449156,0.02150622,0.00002109911,0.5096527,0.0371143,0.0036373,0.03708678],"study_design_scores_gemma":[0.000487561,0.0005852183,0.9548427,0.00007060773,0.0000418133,0.00001105968,0.000232497,0.0002855443,0.04251354,0.0008044578,0.00007238743,0.00005253881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898217,0.0000528528,0.002872261,0.001200924,0.0001770957,0.0001993541,0.000004930637,0.00003081347,0.005640011],"genre_scores_gemma":[0.9975231,0.00001568588,0.0009316571,0.001067326,0.00007432517,0.00001760439,0.00002731695,0.000007972401,0.0003350596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5671515,"threshold_uncertainty_score":0.9568107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659920625365384,"score_gpt":0.2835408517246873,"score_spread":0.2569416454710334,"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."}}