{"id":"W2536201556","doi":"10.1155/2016/3092391","title":"Chronic Pain in the Emergency Department: A Pilot Mixed-Methods Cross-Sectional Study Examining Patient Characteristics and Reasons for Presentations","year":2016,"lang":"en","type":"article","venue":"Pain Research and Management","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Carleton University; Children's Hospital of Eastern Ontario; Memorial University of Newfoundland; Ottawa Hospital; University of Ottawa","funders":"Canadian Psychological Association; Ottawa Hospital Research Institute","keywords":"Emergency department; Overcrowding; Medicine; Chronic pain; Anxiety; Depression (economics); Cross-sectional study; Distress; Etiology; Physical therapy; Family medicine; Psychiatry; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01567476,0.0001021823,0.0001263777,0.0002079519,0.0002804307,0.0000492776,0.00007341173,0.00002699337,0.00003930018],"category_scores_gemma":[0.001757098,0.00005908962,0.00002850607,0.0002184889,0.0001409575,0.00005975823,0.00009808639,0.0001064441,0.000002116257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008567335,"about_ca_system_score_gemma":0.00002430458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003583608,"about_ca_topic_score_gemma":0.0001027528,"domain_scores_codex":[0.9965318,0.002061832,0.0003195227,0.0003430717,0.0004080987,0.000335673],"domain_scores_gemma":[0.9972779,0.002224749,0.00004457679,0.0002328445,0.0001225205,0.00009740947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002026135,0.0008394138,0.640527,0.001025204,0.00009676941,0.000006589903,0.0006938461,4.26067e-7,0.0004690266,0.001814591,0.002035648,0.3522889],"study_design_scores_gemma":[0.00135969,0.006715501,0.9813324,0.00008143746,0.00001185976,7.228169e-7,0.002371499,0.00028597,0.000004161347,0.0009626015,0.006802653,0.00007152519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691557,0.0002857457,0.02343334,0.001497701,0.00009571298,0.004989491,0.00001545347,0.00001785187,0.0005090288],"genre_scores_gemma":[0.9940755,0.0004742154,0.00198374,0.00004601092,0.0001102491,0.002466848,0.00003175209,0.00001207602,0.0007995468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3522173,"threshold_uncertainty_score":0.543259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08330634595366446,"score_gpt":0.4437565709119642,"score_spread":0.3604502249582998,"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."}}