{"id":"W4212901577","doi":"10.1177/21925682211062494","title":"Optimizing the Application of Surgery for Degenerative Cervical Myelopathy [AO Spine RECODE-DCM Research Priority Number 10]","year":2022,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Vancouver Spine Surgery Institute; University of British Columbia","funders":"National Institute for Health and Care Research","keywords":"Medicine; Myelopathy; Narrative review; Asymptomatic; Disease; Quality of life (healthcare); Surgery; Degenerative disease; Decompression; Intensive care medicine; Central nervous system disease; Internal medicine","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":[0.0109676,0.0006526912,0.00144904,0.004598397,0.0005377344,0.002735296,0.001226519,0.001800541,0.009356991],"category_scores_gemma":[0.04687146,0.0003701704,0.00241376,0.003598546,0.0005836878,0.002150539,0.001008499,0.001072597,0.001381098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003593493,"about_ca_system_score_gemma":0.02169869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007420238,"about_ca_topic_score_gemma":0.02090159,"domain_scores_codex":[0.9927899,0.003207183,0.002093463,0.0004437207,0.001209479,0.0002561829],"domain_scores_gemma":[0.9728014,0.01403831,0.006786269,0.0004570673,0.005287647,0.0006292229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004702802,0.00009554568,0.00316539,0.4744341,0.001391424,0.0001530562,0.0002026131,0.0004313246,0.0004056857,0.002393808,0.02611575,0.4907411],"study_design_scores_gemma":[0.0003557122,0.0006486022,0.01045531,0.8515003,0.004221461,0.0007006106,0.00063269,0.0002143496,0.0004270896,0.002272956,0.128514,0.00005681531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.001970523,0.9777706,0.0008444972,0.008076529,0.001686021,0.001832792,0.0011277,0.00002748497,0.006663785],"genre_scores_gemma":[0.02169753,0.9660599,0.004143112,0.004099406,0.001227335,0.001179378,0.0007935038,0.00001480676,0.0007850362],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0109676,"threshold_uncertainty_score":0.05800289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07224461074010674,"score_gpt":0.3886757708148109,"score_spread":0.3164311600747042,"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."}}