{"id":"W2236591617","doi":"10.1186/s12891-016-0865-6","title":"Progression of lumbar disc herniations over an eight-year period in a group of adult Danes from the general population – a longitudinal MRI study using quantitative measures","year":2016,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Syddansk Universitet","keywords":"Medicine; Sports medicine; Orthopedic surgery; Rheumatology; Lumbar; Period (music); Population; Longitudinal study; Nuclear medicine; Surgery; Physical therapy; 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":[0.0001783493,0.0001753542,0.0003566013,0.0001196628,0.00006099801,0.000007821341,0.0001262981,0.00007578543,0.0001063839],"category_scores_gemma":[0.0002607814,0.00009651922,0.0002132401,0.0002219065,0.0001574665,0.0002644148,0.00005512259,0.0000898466,0.000002585008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004033396,"about_ca_system_score_gemma":0.00004051954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00453173,"about_ca_topic_score_gemma":0.02598361,"domain_scores_codex":[0.9983358,0.0003308531,0.0004568817,0.0003288836,0.000360077,0.0001874883],"domain_scores_gemma":[0.999285,0.00002562264,0.0002148903,0.0003206471,0.0001049877,0.0000488335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001599417,0.00108204,0.9681398,0.0000587635,0.00007035332,0.000002116288,0.001547939,0.00001717422,0.02637873,0.0007086651,0.00001105643,0.001823459],"study_design_scores_gemma":[0.002694154,0.001740641,0.9901494,0.0002789382,0.0001311911,0.000001502975,0.003574571,0.0009507826,0.00007202573,0.0002786016,0.00000149913,0.0001267005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963819,0.0001733283,0.002280915,0.0001680457,0.00007732432,0.000816971,0.00004512309,0.00001544328,0.00004092316],"genre_scores_gemma":[0.9971302,0.00002441711,0.002629654,0.00001412719,0.00004833103,0.00004900145,0.00007135749,0.00002248287,0.00001043468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0263067,"threshold_uncertainty_score":0.9917896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03545777380308343,"score_gpt":0.357003680619858,"score_spread":0.3215459068167746,"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."}}