{"id":"W4394890222","doi":"10.3389/fneur.2024.1387801","title":"Contralateral approach using microscope and tubular retractor system for ipsilateral decompression of lumbar degenerative lateral recess stenosis associated with narrow spinal canal","year":2024,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Lateral recess; Retractor; Medicine; Decompression; Anatomy; Stenosis; Lumbar; Surgery; Radiology","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":[0.0002727222,0.0003164556,0.0006424075,0.0005916379,0.0003087938,0.0002761316,0.0002091896,0.000212218,0.001213812],"category_scores_gemma":[0.000915818,0.0001300326,0.0004141211,0.0002860421,0.000320783,0.0002268519,0.0003320495,0.0001629336,0.0001862556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195892,"about_ca_system_score_gemma":0.000510735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008219602,"about_ca_topic_score_gemma":0.002059611,"domain_scores_codex":[0.9996805,0.00004778215,0.00003855456,0.00006677495,0.00009982303,0.00006641174],"domain_scores_gemma":[0.9995334,0.00006349495,0.00021588,0.00002985477,0.00004629927,0.0001110539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.003341757,0.0005474732,0.8727516,0.0004376932,0.0003045583,0.01647744,0.0002837488,0.0006526674,0.02885268,0.00008244177,0.0003345668,0.07593337],"study_design_scores_gemma":[0.0002008339,0.01293125,0.8558835,0.0001045311,0.0003710226,0.1205805,0.0006369861,0.001305355,0.006438242,0.0000761571,0.001416125,0.00005536253],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984215,0.0007463098,0.0004187678,0.000009883995,0.000007357135,0.00001136173,0.00003148331,0.00001079165,0.0003424252],"genre_scores_gemma":[0.9989753,0.0002682096,0.0004682174,0.00002640022,0.00002127679,0.000009516477,0.00008292234,0.000002380093,0.0001457905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001213812,"threshold_uncertainty_score":0.004060626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204648295551908,"score_gpt":0.2789530835728795,"score_spread":0.2584882540176887,"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."}}