{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001917104,0.0003385645,0.0003834166,0.002517477,0.0003859587,0.0005280773,0.0004897941,0.0003944963,0.002315844],"category_scores_gemma":[0.00844903,0.0001788954,0.0003082787,0.001867284,0.0003629174,0.0005401655,0.0005286874,0.0003679796,0.0004329304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009119883,"about_ca_system_score_gemma":0.001553235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003007922,"about_ca_topic_score_gemma":0.00330136,"domain_scores_codex":[0.9971901,0.0005851349,0.0006517519,0.0004012219,0.0008981499,0.0002737213],"domain_scores_gemma":[0.9912635,0.001144118,0.00513842,0.0003586515,0.001616749,0.0004785365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005463099,0.00002708046,0.9960346,0.0000253327,0.00001112589,0.0002468119,0.0000523953,0.00006985011,0.00005244359,0.00002513952,0.0003016297,0.003099098],"study_design_scores_gemma":[0.00003957331,0.0005683661,0.9886931,0.0001015532,0.00004820453,0.007278889,0.0005740798,0.00134451,0.0002350098,0.00007679018,0.001018289,0.00002150497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9957325,0.0003914172,0.0009954395,0.00006254472,0.00002287781,0.0004230656,0.0008372797,0.00001606174,0.001518726],"genre_scores_gemma":[0.9953804,0.0002642595,0.001736972,0.0000450436,0.00003268126,0.0004305789,0.001892619,0.000004992498,0.0002125344],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003007922,"threshold_uncertainty_score":0.01013875,"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."}}