{"id":"W2615666267","doi":"10.1111/acem.12173","title":"Global Emergency Medicine: A Review of the Literature From 2012","year":2013,"lang":"en","type":"review","venue":"Academic Emergency Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical emergency; Emergency medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002741805,0.001050718,0.004014167,0.0002209496,0.0003153482,2.488006e-7,0.002567186,0.001347333,0.1095655],"category_scores_gemma":[0.002971932,0.0005135786,0.0007960077,0.002892126,0.0002464103,0.0002218066,0.0009869195,0.00329452,0.001062497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002375532,"about_ca_system_score_gemma":0.0004291087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005621328,"about_ca_topic_score_gemma":0.00003916889,"domain_scores_codex":[0.9869869,0.002976799,0.006779702,0.0009230149,0.001380512,0.0009530921],"domain_scores_gemma":[0.9921347,0.0003937183,0.0044833,0.002103492,0.0004852357,0.000399478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005553422,0.00001702274,0.0002033743,0.1812459,0.0003021052,0.000001409121,0.001188088,7.693799e-9,5.7004e-7,0.0008673392,0.7677965,0.04837215],"study_design_scores_gemma":[0.0001991963,0.00004467105,0.00006812714,0.3906195,0.002416946,0.000001560843,0.0002951147,1.871899e-7,8.226971e-9,0.0008163344,0.6052953,0.0002430168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006519339,0.9002239,0.00001866384,0.004464932,0.01995862,0.005357866,0.0002839672,0.00007634574,0.06960922],"genre_scores_gemma":[6.02926e-7,0.9018276,0.000008067715,0.001620189,0.005056714,0.001116061,0.0005681449,0.00008540373,0.08971719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2093736,"threshold_uncertainty_score":0.9999492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1597756454256837,"score_gpt":0.5220883493970697,"score_spread":0.362312703971386,"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."}}