{"id":"W4402984638","doi":"10.1016/j.bas.2024.103004","title":"Clinical outcomes of surgical treatment of degenerative cervical myelopathy; A long-term follow up study","year":2024,"lang":"en","type":"article","venue":"Brain and Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Nutrition Society; University of Ottawa","funders":"","keywords":"Medicine; Myelopathy; Surgery; Term (time); Degenerative Disorder; Degenerative disease; Central nervous system disease; Disease; Spinal cord; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003143179,0.0001974965,0.001044204,0.00009470517,0.00002535544,0.00001094248,0.00005041997,0.00009941993,0.0002221865],"category_scores_gemma":[0.00006463839,0.0001156431,0.0003384201,0.0002228384,0.0001271588,0.00002779997,0.00005499283,0.0001037382,0.00001136999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001761912,"about_ca_system_score_gemma":0.00008440754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002584542,"about_ca_topic_score_gemma":0.00004970019,"domain_scores_codex":[0.9984506,0.0001314788,0.000679697,0.000352349,0.0002198813,0.0001660448],"domain_scores_gemma":[0.9992002,0.000264925,0.00005889602,0.0002259472,0.00005184212,0.0001981493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002790357,0.001761705,0.4928226,0.0003434176,0.0004258529,0.0007786776,0.0007483109,4.667475e-8,0.00002717584,0.0005827171,0.00001773438,0.5022127],"study_design_scores_gemma":[0.004720388,0.005871773,0.982387,0.0002243436,0.0004584873,0.0001231178,0.0001452854,0.00009228243,0.0001337497,0.00003880051,0.005664767,0.0001399898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726596,0.02473554,0.00006660184,0.001406575,0.0002068497,0.0005954023,0.00001460441,0.00004009008,0.0002747342],"genre_scores_gemma":[0.9890079,0.008401969,0.0001779202,0.00006727161,0.0001738987,0.00002712018,0.00002150085,0.00001778023,0.00210458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5020728,"threshold_uncertainty_score":0.4715788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04887302326956315,"score_gpt":0.3873451714344566,"score_spread":0.3384721481648934,"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."}}