{"id":"W1972902507","doi":"10.3171/spi.2006.5.5.410","title":"Incidence of unusual and clinically significant histopathological findings in routine discectomy","year":2006,"lang":"en","type":"review","venue":"Journal of Neurosurgery Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Discectomy; Pathological; Incidence (geometry); Medical diagnosis; Presentation (obstetrics); Histopathological examination; Surgery; Intervertebral disk; Retrospective cohort study; Radiology; Lumbar; 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":[],"consensus_categories":[],"category_scores_codex":[0.002469181,0.0002418795,0.0006178118,0.001989917,0.0002037183,0.0007439375,0.0006835154,0.0006491325,0.0007687588],"category_scores_gemma":[0.0104999,0.0002032754,0.0002255477,0.002043776,0.000579659,0.0006729792,0.0002804812,0.0002414058,0.0004342373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003183976,"about_ca_system_score_gemma":0.0007370801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008660767,"about_ca_topic_score_gemma":0.001925832,"domain_scores_codex":[0.9974459,0.0006909352,0.0005496625,0.0003225837,0.0008655469,0.0001253907],"domain_scores_gemma":[0.991359,0.003701215,0.003322551,0.0002163553,0.001225982,0.0001748258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003022299,0.00007566283,0.5102915,0.009852626,0.0002339973,0.02747018,0.0005841031,0.0002041428,0.00357437,0.0002417911,0.003607544,0.4435619],"study_design_scores_gemma":[0.00003242746,0.0006385157,0.5449609,0.004508466,0.0006888013,0.4084565,0.00164205,0.0002649426,0.002864012,0.0002035073,0.03569672,0.0000431654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1771275,0.8174361,0.001026049,0.0004594652,0.0001922733,0.00004726969,0.0001357044,0.00004147023,0.00353404],"genre_scores_gemma":[0.5930665,0.4030588,0.002216062,0.0004593006,0.0003289201,0.00003151843,0.0002616488,0.000008915228,0.0005683696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002469181,"threshold_uncertainty_score":0.01305842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06840370485841313,"score_gpt":0.3803013512861295,"score_spread":0.3118976464277163,"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."}}