{"id":"W2584650560","doi":"10.22037/icnj.v1i2.7194","title":"Surgery outcomes and functionality in patients with cervical spondylotic myelopathy","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Surgery; Myelopathy; Spinal cord","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":[0.0002732935,0.0001849422,0.0002733985,0.0006731658,0.0004196743,0.0003551758,0.0001559082,0.000301015,0.00126671],"category_scores_gemma":[0.001695192,0.00007475378,0.0002809206,0.0004920072,0.0002815945,0.0002537445,0.0002997503,0.000327928,0.0001528679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617627,"about_ca_system_score_gemma":0.0003237012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001811069,"about_ca_topic_score_gemma":0.003618333,"domain_scores_codex":[0.9997521,0.00004499244,0.00003578035,0.00003219488,0.00007580771,0.00005917157],"domain_scores_gemma":[0.9991847,0.0001181608,0.0003657037,0.00001805524,0.0001240163,0.0001894456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000633652,0.00004672012,0.9979935,0.00001336364,0.00001772158,0.0001674681,0.00008562698,0.00002542245,0.0001329026,0.000006493221,0.00004625502,0.001401162],"study_design_scores_gemma":[0.000003304285,0.0001802077,0.99899,0.000006739295,0.00001092386,0.0004754073,0.0001823587,0.00003462764,0.00003537859,0.00001115648,0.00006713575,0.00000266337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993303,0.0001972291,0.00001523944,0.00003047087,0.000003559045,0.000005000345,0.00009429768,7.485214e-7,0.0003231438],"genre_scores_gemma":[0.9996977,0.00006245205,0.00001759914,0.000009482721,0.000004158162,0.000003791882,0.0001400507,2.176484e-7,0.0000645324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001811069,"threshold_uncertainty_score":0.004237592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379626125233372,"score_gpt":0.4802297883607138,"score_spread":0.3422671758373766,"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."}}