{"id":"W4385408348","doi":"10.1302/2048-0105.124.360074","title":"Spine","year":2023,"lang":"en","type":"article","venue":"Bone and Joint 360","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Myelopathy; Decompression; Spinal stenosis; Deformity; Stenosis; Lumbar spinal stenosis; Lumbar; Radiology; Spinal cord","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":[0.0004587905,0.0006734006,0.0005094155,0.001305329,0.001057375,0.00259631,0.0007451338,0.002643654,0.4387403],"category_scores_gemma":[0.001626794,0.0004374142,0.00082358,0.0007829649,0.0003731135,0.00114639,0.001136369,0.002020334,0.2803982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010209,"about_ca_system_score_gemma":0.00133537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00409459,"about_ca_topic_score_gemma":0.01214055,"domain_scores_codex":[0.9995839,0.00002958853,0.00003436466,0.00004604643,0.0002307395,0.00007547852],"domain_scores_gemma":[0.9988551,0.00006349872,0.00006256262,0.00007235532,0.0006659239,0.0002805625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004479766,0.00001510904,0.0002496345,0.0001002996,0.00000775524,0.0001175028,0.000006026347,0.00002428553,0.0002690355,0.0004881553,0.9002491,0.09842838],"study_design_scores_gemma":[0.00001642931,0.00001627702,0.0007178646,0.0001447209,0.000003503096,0.0002811646,0.00001699802,0.00001738446,0.00006438202,0.0003620303,0.9983551,0.000004106294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001644933,0.04627343,0.002285946,0.06636195,0.170087,0.0003029,0.005199364,0.001932811,0.7059116],"genre_scores_gemma":[0.007217922,0.02109919,0.001483328,0.01961317,0.03445189,0.0001361183,0.00533748,0.0003232597,0.9103376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4387403,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0435607762716505,"score_gpt":0.2969790030892857,"score_spread":0.2534182268176352,"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."}}