{"id":"W2108857104","doi":"10.12968/hmed.2013.74.sup3.c45","title":"Diagnosis and management of acute non-degenerative neck pain","year":2013,"lang":"en","type":"review","venue":"British Journal of Hospital Medicine","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Neck pain; Advanced trauma life support; MEDLINE; Cervical spine; Spinal trauma; Family medicine; Physical therapy; General surgery; Surgery; Alternative medicine; Psychiatry; Pathology; Spinal cord","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":[0.0006903025,0.0003135315,0.002409936,0.000260489,0.00004147385,0.00002233447,0.000183112,0.0002187023,0.0002427229],"category_scores_gemma":[0.0001565155,0.0002310988,0.000379005,0.0002369929,0.0001954252,0.0001143049,0.00006693308,0.0005616185,0.00000243929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007386643,"about_ca_system_score_gemma":0.00006705262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006002297,"about_ca_topic_score_gemma":6.33444e-7,"domain_scores_codex":[0.9976537,0.00008293326,0.00132584,0.0002207116,0.0005235972,0.0001932022],"domain_scores_gemma":[0.9976388,0.00008139941,0.001432914,0.000174941,0.0004216623,0.0002502878],"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":[0.00001072164,0.0001408192,0.00003449665,0.01050558,0.001277772,0.001827097,0.00004275114,9.069263e-9,5.739948e-7,0.00002861853,0.0651022,0.9210293],"study_design_scores_gemma":[0.001205996,0.00763187,0.00121351,0.2290513,0.006026416,0.003491556,0.0001228556,0.000001229701,0.00001731454,0.0001185799,0.7508637,0.0002556444],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005135805,0.9963927,0.0003863653,0.0007588376,0.000349453,0.001239928,0.00002397832,0.00001193351,0.0003232123],"genre_scores_gemma":[0.00018078,0.9932632,0.005163424,0.0002129446,0.0007073682,0.00009188637,0.00004065736,0.00004715859,0.000292608],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9207737,"threshold_uncertainty_score":0.9423935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059550603498923,"score_gpt":0.3296795089002711,"score_spread":0.3090840028652819,"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."}}