{"id":"W1985876725","doi":"10.1017/s0317167100011847","title":"Lumbar Microdiscectomy: A Clinicoradiological Analysis of Outcome","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modic changes; Medicine; Sciatica; Low back pain; Logistic regression; Lumbar; Multivariate analysis; Retrospective cohort study; Young adult; Back pain; Surgery; Cohort; Physical therapy; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007961539,0.0002511609,0.0003136125,0.001066935,0.0005090335,0.0006108123,0.0003348428,0.0004844862,0.001513269],"category_scores_gemma":[0.002670084,0.0001637874,0.0004556936,0.0007645706,0.0004167137,0.0004456396,0.0005092949,0.0003745288,0.0002853005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004281486,"about_ca_system_score_gemma":0.000293136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00172318,"about_ca_topic_score_gemma":0.002348628,"domain_scores_codex":[0.999467,0.0001460723,0.00006425194,0.00008537804,0.0001264691,0.0001109848],"domain_scores_gemma":[0.9973536,0.0005226401,0.00126166,0.00008925326,0.0003024705,0.0004703803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000113966,0.00001773683,0.9990273,0.000004873154,0.00002412431,0.0001184488,0.00002357091,0.00002098164,0.00007095102,0.000004097753,0.00002292349,0.0005511281],"study_design_scores_gemma":[0.000006306609,0.0001543959,0.9987199,0.000007551508,0.00002316538,0.0007847666,0.0001067612,0.00009961485,0.00003206422,0.00001388895,0.00004706931,0.000004502387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992543,0.0002667161,0.00002605107,0.00002545388,0.00000354117,0.00000633891,0.0001157148,0.000001644785,0.0003002021],"genre_scores_gemma":[0.9997826,0.00004164272,0.00001654356,0.000006208403,0.000006195899,0.000004167036,0.0001177402,4.73657e-7,0.00002446481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00172318,"threshold_uncertainty_score":0.005062401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176206064482973,"score_gpt":0.3393529663585456,"score_spread":0.2217323599102483,"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."}}