{"id":"W3189868342","doi":"10.1136/emermed-2020-210535","title":"Pain induced by investigations and procedures commonly administered to older adults in the emergency department: a prospective cohort study","year":2021,"lang":"en","type":"article","venue":"Emergency Medicine Journal","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Quebec Population Health Research Network; Université Laval","funders":"","keywords":"Medicine; Emergency department; Prospective cohort study; Psychological intervention; Urinary system; Cohort; Cohort study; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003406205,0.0002934098,0.0004824135,0.000331283,0.0002431689,0.00001412614,0.0002530733,0.00007651971,0.002182967],"category_scores_gemma":[0.004880126,0.0002048918,0.0000675905,0.001357215,0.00004862968,0.0001317438,0.00009431663,0.0006374433,0.000004501786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145334,"about_ca_system_score_gemma":0.0002449262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001045719,"about_ca_topic_score_gemma":0.0006913256,"domain_scores_codex":[0.9963349,0.0007941804,0.001084371,0.0004695798,0.0009212542,0.0003956931],"domain_scores_gemma":[0.9984168,0.00009775653,0.0002724298,0.00042565,0.0003503975,0.0004369534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005271905,0.0007094714,0.6401314,0.00005330375,0.0001018164,0.000040218,0.00563755,1.076678e-7,0.0002627906,0.000009817459,0.3528113,0.0001894949],"study_design_scores_gemma":[0.002049438,0.001839142,0.9820143,0.0003004259,0.0003222546,0.0001287082,0.009615752,0.00002437197,0.00003213901,0.0003986268,0.003069057,0.000205788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745404,0.002437709,0.0003542804,0.01380978,0.0003778253,0.003605532,0.000005564446,0.00006811672,0.004800864],"genre_scores_gemma":[0.9947069,0.001314329,0.0002054618,0.0007271027,0.0005754359,0.0005941791,0.00003612543,0.0000314639,0.001809061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3497423,"threshold_uncertainty_score":0.9987292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394640029392124,"score_gpt":0.3300236504913481,"score_spread":0.3060772501974269,"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."}}