{"id":"W2983953253","doi":"10.25259/sni_518_2019","title":"Minimally invasive cervical laminectomy for spondylotic myelopathy in medically fragile patients","year":2019,"lang":"en","type":"article","venue":"Surgical Neurology International","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Orthopedic surgery; Myelopathy; Surgery; Comorbidity; Laminectomy; Cervical vertebrae; Orthopedic Procedures; Decompression; Spinal cord; Internal medicine","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":[0.0001200844,0.0002380534,0.0001778128,0.0005441033,0.0007315943,0.0002543096,0.0001581273,0.0003372409,0.001309234],"category_scores_gemma":[0.0007496661,0.00007866516,0.0002101554,0.0003143193,0.0003244263,0.000179941,0.0003204968,0.0002638519,0.0001090861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586078,"about_ca_system_score_gemma":0.0003735466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007928397,"about_ca_topic_score_gemma":0.002386861,"domain_scores_codex":[0.9999174,0.00001065033,0.00001233122,0.00001245783,0.00001581625,0.00003138318],"domain_scores_gemma":[0.9997063,0.00005345594,0.0001319421,0.00001084431,0.00001148241,0.00008595139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003071629,0.000066482,0.9303926,0.00009222211,0.00004065692,0.05205958,0.0003475235,0.0001530251,0.00509729,0.0001315268,0.0004123718,0.0108996],"study_design_scores_gemma":[0.00002519881,0.0007975582,0.7746385,0.00008489858,0.00005561146,0.2205976,0.0007887044,0.0003804081,0.00125656,0.0001794119,0.001180112,0.00001531905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987035,0.0005300945,0.0001085444,0.00005372197,0.000006516513,0.000009910318,0.00004819723,0.000002417571,0.000537053],"genre_scores_gemma":[0.9995946,0.000144283,0.0001314965,0.00002362338,0.00001755503,0.0000047507,0.00004604666,5.719199e-7,0.00003709981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001309234,"threshold_uncertainty_score":0.004379869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006820793939412557,"score_gpt":0.2567053503053026,"score_spread":0.24988455636589,"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."}}