{"id":"W2373986090","doi":"10.1097/brs.0000000000001683","title":"Surgeon Reported Outcome Measure for Spine Trauma","year":2016,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Physical therapy; Cervical spine; Radiological weapon; Test (biology); 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":[0.0004323615,0.0001509257,0.0003945017,0.00006545141,0.00004263012,0.000005744333,0.00006096239,0.00009927771,0.0008652062],"category_scores_gemma":[0.0006674075,0.00008408569,0.0001879356,0.0001506986,0.00004013175,0.00004397877,0.00002329571,0.0000772362,0.00009746172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004293849,"about_ca_system_score_gemma":0.00003926477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001803654,"about_ca_topic_score_gemma":0.00002787133,"domain_scores_codex":[0.9986993,0.00001334108,0.0004536745,0.0002913079,0.0002479931,0.0002943945],"domain_scores_gemma":[0.9990994,0.00002376883,0.0001033101,0.0003811999,0.0001880697,0.0002041938],"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":[0.0003147089,0.0001857553,0.03755986,0.0002198067,0.00009266006,0.0001337859,0.00002335689,6.902447e-8,0.03491631,0.001053445,0.0008255226,0.9246747],"study_design_scores_gemma":[0.005304482,0.0008293001,0.7381012,0.0003200546,0.0002320613,0.0002407405,0.00001285683,0.00003061042,0.01923735,0.001184565,0.2341878,0.0003188802],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199613,0.0005778499,0.02124956,0.03933569,0.0009932821,0.001389064,0.00004369332,0.0004174847,0.01603207],"genre_scores_gemma":[0.9792747,0.00001374403,0.00160779,0.0005936275,0.0005019121,0.00004542902,0.00003732695,0.00003085239,0.01789464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9243559,"threshold_uncertainty_score":0.9473401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06828677417342421,"score_gpt":0.3324394547549101,"score_spread":0.2641526805814859,"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."}}