{"id":"W2980497543","doi":"10.3390/jcm8101708","title":"The Impact of Older Age on Functional Recovery and Quality of Life Outcomes after Surgical Decompression for Degenerative Cervical Myelopathy: Results from an Ambispective, Propensity-Matched Analysis from the CSM-NA and CSM-I International, Multi-Center Studies","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; AOSpine","keywords":"Medicine; Myelopathy; Quality of life (healthcare); Propensity score matching; Surgery; Decompression; Spinal cord","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003516859,0.0002247644,0.001964648,0.0001017296,0.00006927381,0.00001693116,0.0001682648,0.0001494136,0.0001229576],"category_scores_gemma":[0.007170908,0.00008784226,0.0005702493,0.0001624726,0.0004563758,0.0001217001,0.0001314527,0.0005255233,0.000001023759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004125649,"about_ca_system_score_gemma":0.0001024587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002873855,"about_ca_topic_score_gemma":0.0002061979,"domain_scores_codex":[0.9956615,0.0007393504,0.002370891,0.0003580547,0.0007180052,0.0001521728],"domain_scores_gemma":[0.9855914,0.01137374,0.001440421,0.0003447708,0.0009681172,0.0002816247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04782591,0.001015336,0.9349101,0.00002909342,0.00457247,0.00002112608,0.001098662,0.0000243952,0.0002058403,0.00001699618,0.0002083708,0.01007171],"study_design_scores_gemma":[0.01700478,0.002018603,0.9774178,0.0004021879,0.0007550651,0.000005257653,0.0009769246,0.0008479503,0.00004605276,0.0003004312,0.0001338601,0.00009111845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878793,0.001149246,0.0003260442,0.009370277,0.0005980243,0.0004140885,0.0002166486,0.00000441354,0.00004196738],"genre_scores_gemma":[0.9963784,0.001355179,0.000441192,0.0008336949,0.0008165337,0.000006430186,0.00007030414,0.0000120369,0.00008624332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04250767,"threshold_uncertainty_score":0.8584764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1724715854933913,"score_gpt":0.4763929939896151,"score_spread":0.3039214084962238,"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."}}