{"id":"W4412426295","doi":"10.1097/bsd.0000000000001883","title":"Decreasing Rates of Patients With Low Back Pain Presenting to Emergency Departments","year":2025,"lang":"en","type":"article","venue":"Clinical Spine Surgery A Spine Publication","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Medicine; Incidence (geometry); Emergency department; Low back pain; Back pain; Emergency medicine; Trunk; Physical therapy; Alternative medicine","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":[0.0009583082,0.0001482269,0.0002846924,0.001321969,0.0002553843,0.0008177921,0.0005595538,0.0006239456,0.003039371],"category_scores_gemma":[0.009368928,0.0001749291,0.0003714612,0.001719298,0.000204564,0.0009257566,0.0005109461,0.000619807,0.0006380484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007331584,"about_ca_system_score_gemma":0.0007737896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308747,"about_ca_topic_score_gemma":0.01523316,"domain_scores_codex":[0.998713,0.0002599628,0.0002130031,0.000270651,0.0003295455,0.0002138822],"domain_scores_gemma":[0.9947161,0.0006118628,0.003180067,0.000149326,0.001025939,0.0003166753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003679914,0.00002999823,0.9949141,0.00004669898,0.00002070961,0.00004771186,0.00008673564,0.00004486858,0.00009435407,0.00002074834,0.001199048,0.003458304],"study_design_scores_gemma":[0.000005339708,0.00003682586,0.9986774,0.00002859766,0.000007887702,0.0002617639,0.0002560388,0.0001569254,0.00004594815,0.0000115621,0.0005090437,0.000002595255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858158,0.002045359,0.0003894023,0.001482351,0.00003709045,0.00006535222,0.006284089,0.00007270314,0.003807838],"genre_scores_gemma":[0.9955983,0.0007525192,0.0002960431,0.0002797031,0.00004131607,0.00003383084,0.002647054,0.000006353408,0.0003447249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01308747,"threshold_uncertainty_score":0.02602255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524901213638113,"score_gpt":0.3618193712277827,"score_spread":0.3365703590914016,"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."}}