{"id":"W4237866710","doi":"10.3410/f.717962086.793467465","title":"Faculty of 1000 evaluation for Accuracy of the Canadian C-spine rule and NEXUS to screen for clinically important cervical spine injury in patients following blunt trauma: a systematic review.","year":2012,"lang":"en","type":"dataset","venue":"F1000 - Post-publication peer review of the biomedical literature","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nexus (standard); Cervical spine; Cervical spine injury; Blunt; Medicine; Blunt trauma; SPINE (molecular biology); Physical therapy; Surgery; Computer science; Bioinformatics","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":[0.02631763,0.001013861,0.006758929,0.008442633,0.0009736258,0.001560569,0.002633719,0.001938283,0.009223399],"category_scores_gemma":[0.2103213,0.00123003,0.01016934,0.008963965,0.0007416953,0.001433331,0.002222649,0.00115125,0.0009098076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006127481,"about_ca_system_score_gemma":0.02272957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0864362,"about_ca_topic_score_gemma":0.2155086,"domain_scores_codex":[0.961503,0.01055744,0.01666177,0.002917469,0.007793192,0.0005670484],"domain_scores_gemma":[0.8764246,0.05773996,0.02875484,0.004812992,0.03109084,0.001176705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003968833,0.00009980585,0.0454083,0.7273951,0.07869582,0.0001309421,0.0006432833,0.000480729,0.0003885195,0.0004780337,0.09450208,0.04780859],"study_design_scores_gemma":[0.0224524,0.0009971102,0.2187455,0.3157066,0.3273528,0.0006785876,0.0008431218,0.001265422,0.001066578,0.000887909,0.1094152,0.0005887393],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03692651,0.2848465,0.00294205,0.003335902,0.001231469,0.02319548,0.6415325,0.0002928818,0.005696719],"genre_scores_gemma":[0.4547418,0.1704153,0.03527181,0.004097822,0.0005482842,0.09564102,0.2354326,0.0002257829,0.003625625],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0864362,"threshold_uncertainty_score":0.1718662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481074847696909,"score_gpt":0.3857188863788711,"score_spread":0.3609081379019021,"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."}}