{"id":"W4414474053","doi":"10.1002/jsp2.70116","title":"A Comparison of Five Animal Models for Acute Intervertebral Disc Herniation Research","year":2025,"lang":"en","type":"article","venue":"JOR Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Innovate UK","keywords":"Disc herniation; Lumbar disc herniation; Intervertebral disc; Animal model; Lumbar; Intervertebral disk","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":[0.003625643,0.0009880414,0.0008235839,0.002283683,0.0005141079,0.0007155389,0.0008907511,0.000851089,0.002349501],"category_scores_gemma":[0.001505426,0.000548485,0.0009996064,0.0007170257,0.0008828435,0.0007017888,0.000875748,0.0007768443,0.0004069541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005952303,"about_ca_system_score_gemma":0.0004991473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086536,"about_ca_topic_score_gemma":0.002266238,"domain_scores_codex":[0.9978012,0.0006285894,0.0004716071,0.0003579033,0.0005230373,0.0002176199],"domain_scores_gemma":[0.9971432,0.0007004893,0.0006722072,0.0005614472,0.0005519779,0.0003705571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01183801,0.004589594,0.01693034,0.001155577,0.0003267386,0.0004458504,0.000358279,0.00136034,0.9431024,0.0006010708,0.0004703504,0.01882148],"study_design_scores_gemma":[0.001922576,0.1744877,0.1561132,0.0005162524,0.00233241,0.003508565,0.002106689,0.007790697,0.6349866,0.0007528095,0.01524615,0.0002362611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743195,0.002777894,0.01781547,0.0001410807,0.0001564791,0.001643601,0.001108775,0.000124086,0.001913193],"genre_scores_gemma":[0.9490532,0.00387603,0.03558846,0.0002720069,0.00005160394,0.004088402,0.004070192,0.00008279469,0.002917358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003625643,"threshold_uncertainty_score":0.01917446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160734672553062,"score_gpt":0.4999607598215546,"score_spread":0.3838872925662484,"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."}}