{"id":"W2088912047","doi":"10.1016/j.wem.2014.03.017","title":"Spine Immobilization Algorithm Revisited","year":2014,"lang":"en","type":"letter","venue":"Wilderness and Environmental Medicine","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wilderness; Nexus (standard); Scopus; Cervical spine injury; Algorithm; Medicine; Cervical spine; MEDLINE; Computer science; Surgery; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001550702,0.0003972447,0.0007501715,0.0001760034,0.00008432959,0.00001287006,0.00008546987,0.0006330872,0.0009280133],"category_scores_gemma":[0.00002903366,0.0002886583,0.00008220896,0.00008278526,0.0003322274,0.0000517569,0.00005304763,0.000854119,0.00001915381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009541273,"about_ca_system_score_gemma":0.000009195684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005048888,"about_ca_topic_score_gemma":1.727754e-7,"domain_scores_codex":[0.9982324,0.00004109166,0.0004355219,0.0005249573,0.0005009221,0.0002651332],"domain_scores_gemma":[0.9991886,0.00002856293,0.0002349914,0.0004068502,0.00001346287,0.0001275338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002339503,0.000049972,0.001037635,0.000534167,0.00008191327,0.0002718486,0.00006609207,1.994214e-7,0.0009301919,0.00001842283,0.8698475,0.1271387],"study_design_scores_gemma":[0.001111141,0.0009295361,0.00847021,0.001063844,0.0003572769,0.0005028318,0.000041947,0.0005069194,0.0002027404,0.0001752173,0.9863318,0.0003065215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001659214,0.009287553,0.04109566,0.9433695,0.0004265128,0.001623251,0.00006122457,0.0003028604,0.002174238],"genre_scores_gemma":[0.01807293,0.007053866,0.001983006,0.9490198,0.008881058,0.00008383283,0.008817868,0.0001420778,0.005945539],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1268322,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093362213621759,"score_gpt":0.2500186841822918,"score_spread":0.2390850620460742,"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."}}