{"id":"W1973327422","doi":"10.1097/brs.0000000000000666","title":"Subaxial Injury Classification Scoring System Treatment Recommendations","year":2014,"lang":"en","type":"article","venue":"Spine","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Cervical spine; Retrospective cohort study; Injury Severity Score; Cervical spine injury; Referral; Physical therapy; Surgery; Emergency medicine; Poison control; Injury prevention","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":[0.0001059988,0.00008110637,0.0001374742,0.00008471156,0.00007061338,0.00001346822,0.00003094563,0.000052719,0.00007589525],"category_scores_gemma":[0.00003670006,0.00006302437,0.0000511951,0.00009655843,0.00001315463,0.00004432616,0.00000746321,0.00005628447,0.00005219088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923828,"about_ca_system_score_gemma":0.00002235985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005171001,"about_ca_topic_score_gemma":0.000004800781,"domain_scores_codex":[0.9994812,0.00001861759,0.0001765023,0.0001412009,0.00008642889,0.00009605021],"domain_scores_gemma":[0.9995767,0.000007382707,0.00007437437,0.000219851,0.00005868368,0.00006298025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001943178,0.000331428,0.009679263,0.0001799164,0.00007854051,0.000003893296,0.0001521941,0.000001870297,0.080586,0.08941467,0.00612413,0.8132538],"study_design_scores_gemma":[0.001658179,0.00375339,0.2926479,0.0004545661,0.0001892482,0.00005337897,0.000259865,0.004734332,0.07971077,0.000295776,0.6159417,0.0003008702],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6816126,0.0002748503,0.190318,0.03075865,0.001702339,0.002232212,0.00003090266,0.002340668,0.09072986],"genre_scores_gemma":[0.9932026,0.00004732442,0.005180648,0.0001932529,0.0004803793,0.0000585792,0.00009799746,0.00001254572,0.0007266594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8129529,"threshold_uncertainty_score":0.2570059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03392163680001271,"score_gpt":0.3374791587946526,"score_spread":0.3035575219946399,"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."}}