{"id":"W2316334749","doi":"10.1097/01.eem.0000294635.99123.64","title":"Articles from the 2004 LLSA Reading List","year":2006,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Blunt; Nexus (standard); Presentation (obstetrics); Neck pain; Blunt trauma; Cervical spine injury; Emergency department; Cervical spine; Physical therapy; Surgery; General surgery; Psychiatry; Alternative medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004598465,0.001248298,0.001051143,0.004160985,0.001447549,0.005556392,0.001233047,0.001983145,0.8732973],"category_scores_gemma":[0.004526506,0.0005057074,0.0007632595,0.003598621,0.0003557502,0.002206584,0.001575396,0.001577502,0.833501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260423,"about_ca_system_score_gemma":0.001753471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003043253,"about_ca_topic_score_gemma":0.006479346,"domain_scores_codex":[0.9995037,0.00004295733,0.00004921064,0.00005771144,0.0002794881,0.00006688001],"domain_scores_gemma":[0.9963464,0.0004329718,0.0001848307,0.0002388119,0.001990356,0.0008065422],"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":[0.00001801603,0.00002121022,0.00006758146,0.00009877567,0.00000159141,0.00002967248,0.000005911817,0.00001484524,0.00007578023,0.0002520678,0.9708188,0.0285958],"study_design_scores_gemma":[0.000009867552,0.00001417214,0.0004350894,0.0001933926,0.000001776481,0.00003775808,0.00002024812,0.00002317547,0.00006186265,0.0001793852,0.999019,0.000004361301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004752097,0.002470784,0.0005170923,0.006336006,0.02382112,0.0002637483,0.01013026,0.001579572,0.9544062],"genre_scores_gemma":[0.000890861,0.001489357,0.0002751444,0.001843589,0.002672411,0.00005693612,0.005403964,0.0003019462,0.9870658],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1267027,"threshold_uncertainty_score":0.1807261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020099663573643,"score_gpt":0.3240731695532788,"score_spread":0.2938721729175423,"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."}}