{"id":"W2757712666","doi":"10.1097/brs.0000000000002426","title":"Postoperative Resolution of Magnetic Resonance Imaging Signal Intensity Changes and the Associated Impact on Outcomes in Degenerative Cervical Myelopathy","year":2017,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Magnetic resonance imaging; Hyperintensity; Myelopathy; Prospective cohort study; Spinal cord; Radiology; Cord; Intensity (physics); Nuclear medicine; Surgery","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":[0.0005044446,0.0001559743,0.000492901,0.00006366179,0.0001632515,0.00002521448,0.0001015478,0.00005667069,0.00007262531],"category_scores_gemma":[0.0006559442,0.00008387393,0.00006827672,0.0000824629,0.0003597409,0.00005321454,0.0001160868,0.0002520441,0.000004207996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007703065,"about_ca_system_score_gemma":0.00004009713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006446494,"about_ca_topic_score_gemma":0.0005175759,"domain_scores_codex":[0.9990459,0.0001171798,0.0002083189,0.0002191002,0.0002061838,0.0002032834],"domain_scores_gemma":[0.9992875,0.00006452219,0.0001303857,0.0002719185,0.0001755535,0.00007012388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005041678,0.0003882665,0.7544037,0.00004277582,0.00005091397,0.0001528123,0.003036178,0.000008290948,0.005872891,0.001531693,0.00009579644,0.229375],"study_design_scores_gemma":[0.003063523,0.0006510438,0.9892966,0.0001815448,0.00003298311,0.00001393165,0.00009851052,0.004307256,0.001862316,0.000353068,0.0000492917,0.00008988643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738341,0.00178347,0.00002084593,0.02305723,0.00005970968,0.0003672108,0.00002558088,0.00001294919,0.0008388771],"genre_scores_gemma":[0.9984251,0.0001155815,0.00007614817,0.0009891326,0.00005345121,0.00001385858,0.00001221428,0.000009550419,0.0003049427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2348929,"threshold_uncertainty_score":0.3420279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175633346632777,"score_gpt":0.3004574540763373,"score_spread":0.2828941194130596,"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."}}