{"id":"W2725871815","doi":"10.28971/532017aa128","title":"Comparing the Canadian Cervical Spine Rule and Radiology Confirmed Cervical Spine Injury in the Emergency Department","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Cervical spine; Radiography; Retrospective cohort study; Trauma center; Radiological weapon; Medical record; Cervical spine injury; Emergency medicine; Medical emergency; Radiology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001787569,0.0002254853,0.0003804528,0.002237169,0.0007585594,0.0008598501,0.001214617,0.0004758781,0.002189582],"category_scores_gemma":[0.02165728,0.0002352681,0.000436813,0.003698707,0.0005307953,0.000543997,0.0007910026,0.0005621553,0.0002356159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009324352,"about_ca_system_score_gemma":0.01215399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8593011,"about_ca_topic_score_gemma":0.9025625,"domain_scores_codex":[0.995261,0.0004348093,0.0003749754,0.0003868089,0.003089666,0.000452816],"domain_scores_gemma":[0.9892865,0.001976559,0.002528937,0.0003048984,0.005101945,0.0008011794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001523003,0.00002656498,0.9926756,0.00006299782,0.00005642302,0.0001438856,0.0001339041,0.0001096972,0.00003414438,0.00008057951,0.001315186,0.00520878],"study_design_scores_gemma":[0.00001084244,0.00006817361,0.9979114,0.00002846641,0.00003199338,0.0002211409,0.0004100496,0.0002651349,0.00004577418,0.00002081793,0.0009773278,0.000008817103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981233,0.001496068,0.0002465041,0.0005276121,0.00006365827,0.0001779462,0.005954839,0.00002344368,0.01027689],"genre_scores_gemma":[0.9956642,0.0006356411,0.0003848624,0.000119845,0.00002327466,0.000026964,0.002757942,0.00000544514,0.0003818237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8593011,"threshold_uncertainty_score":0.283055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04132727254755486,"score_gpt":0.3424227343062328,"score_spread":0.3010954617586779,"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."}}