{"id":"W5784858","doi":"10.1097/brs.0b013e3182608ac4","title":"ISSLS Prize Winner","year":2012,"lang":"en","type":"article","venue":"Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":225,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Low back pain; Back pain; Lesion; Discography; Lumbar; Back injury; Lumbar vertebrae; Surgery; Anatomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005128632,0.0006883062,0.0008172718,0.001717973,0.001050717,0.002125747,0.001144326,0.00129335,0.3601538],"category_scores_gemma":[0.004815151,0.0002658777,0.0004643177,0.001086217,0.0004455812,0.0007684127,0.002496758,0.0009039621,0.1210799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009576397,"about_ca_system_score_gemma":0.002518918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009938722,"about_ca_topic_score_gemma":0.002081283,"domain_scores_codex":[0.9984419,0.0004313817,0.0001253583,0.000237128,0.0005267867,0.0002374402],"domain_scores_gemma":[0.9954466,0.0005310653,0.0002432471,0.0003846286,0.001623308,0.001771091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001451811,0.0005405112,0.023786,0.0004531849,0.00008795349,0.0007731398,0.0001404856,0.0001814664,0.0006078974,0.003735744,0.7410483,0.2271935],"study_design_scores_gemma":[0.0003865765,0.001072939,0.03777008,0.0005231718,0.00005895271,0.001338072,0.0003884593,0.0003486787,0.0003455155,0.002457268,0.9552833,0.00002705892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08953049,0.0115431,0.007398481,0.06504812,0.05556606,0.004557529,0.04466265,0.001129334,0.7205642],"genre_scores_gemma":[0.08559998,0.005328069,0.004001825,0.01170584,0.007912299,0.001998449,0.01735619,0.0004312781,0.8656661],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3601538,"threshold_uncertainty_score":0.912663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805146289839729,"score_gpt":0.3213378039214642,"score_spread":0.2932863410230669,"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."}}