{"id":"W3213835865","doi":"10.18502/jsp.v1i1.9773","title":"Minimally Invasive versus Open Thoracolumbar Surgery for Lumbar Spinal Stenosis in Patients with Diabetes: A CSORN Study","year":2021,"lang":"en","type":"article","venue":"Journal of Spine Practice (JSP)","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Decompression; Lumbar spinal stenosis; Oswestry Disability Index; Surgery; Minimal clinically important difference; Lumbar; Diabetes mellitus; Spinal stenosis; Back pain; Spinal fusion; Spinal decompression; Retrospective cohort study; Low back pain; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001356662,0.0003273664,0.0007439587,0.0006418875,0.0008288311,0.0009607977,0.0005527934,0.0004822267,0.00151855],"category_scores_gemma":[0.002439482,0.0002670697,0.000831779,0.001351807,0.000433978,0.0005162566,0.0005502675,0.0005323163,0.000142625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173036,"about_ca_system_score_gemma":0.001864943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02899045,"about_ca_topic_score_gemma":0.05587037,"domain_scores_codex":[0.9988846,0.0002498787,0.0001305552,0.0002198696,0.0003043323,0.0002107328],"domain_scores_gemma":[0.9979184,0.0003779472,0.0008110338,0.0001212656,0.0002765402,0.0004947283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002280021,0.0002883783,0.9946083,0.00005407827,0.0002182453,0.00006188639,0.0001107988,0.0000187802,0.0001179773,0.00002564881,0.00009306634,0.002122785],"study_design_scores_gemma":[0.0006798692,0.002814136,0.9938758,0.00008443758,0.0004294495,0.0003936437,0.0009351127,0.0001857541,0.00009990109,0.00003650829,0.0004481671,0.00001710515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991755,0.0003130086,0.00003003498,0.00003364939,0.000007352769,0.00003065773,0.0002169335,5.231582e-7,0.000192418],"genre_scores_gemma":[0.9988582,0.0002583222,0.0001011553,0.0001151526,0.00003394297,0.0000388481,0.0005054267,8.75452e-7,0.00008805968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02899045,"threshold_uncertainty_score":0.05764341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525032267334891,"score_gpt":0.35734756176735,"score_spread":0.3048443350338609,"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."}}