{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"fa2b1177dee2","filters":{"venue":"Archives of surgery"}},"results":[{"id":"W2171369374","doi":"10.1001/archsurg.2007.21","title":"Evaluation of a Preoperative Checklist and Team Briefing Among Surgeons, Nurses, and Anesthesiologists to Reduce Failures in Communication","year":2008,"lang":"en","type":"article","venue":"Archives of surgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":592,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Checklist; Medicine; Observational study; Intervention (counseling); American society of anesthesiologists; Patient safety; Scale (ratio); Medical emergency; Nursing; Emergency medicine; Surgery; Health care; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.1236880505467125,"gpt":0.3985519541565484,"spread":0.2748639036098359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001799329,0.00008007693,0.0002805725,0.0002275745,0.0001935178,4.477667e-7,0.00006762077,0.00005830067,0.00001086995],"category_scores_gemma":[0.002504846,0.00007395376,0.00002487956,0.0001461927,0.000442676,0.0001139445,0.00006176695,0.0001648763,8.008527e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001924189,"about_ca_system_score_gemma":0.0003355593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001704139,"about_ca_topic_score_gemma":0.00053818,"domain_scores_codex":[0.9975548,0.001384775,0.0005153057,0.0001619242,0.0002278756,0.0001553163],"domain_scores_gemma":[0.9966206,0.002636427,0.0003294567,0.0002254899,0.0001112715,0.00007677028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008339023,0.0000639173,0.9659362,0.00008093598,0.0000104745,4.341444e-7,0.02700585,0.000069031,0.0006016613,0.0001287824,0.0004897219,0.005529592],"study_design_scores_gemma":[0.000299714,0.00002085701,0.9944135,0.0006943512,0.00001414925,0.000001816431,0.003071801,0.0004030237,0.0003252361,0.0002776278,0.0004115289,0.00006641823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959708,0.0005719609,0.00003322336,0.001165885,0.00004127727,0.0006039512,0.000008572518,0.00001083446,0.001593509],"genre_scores_gemma":[0.9982898,0.0009637355,0.0004033748,0.0000827487,0.000007034594,0.0001185387,0.00003889412,0.000006552725,0.00008932851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02847726,"threshold_uncertainty_score":0.3015747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}