{"id":"W2801295548","doi":"10.1007/s12630-018-1151-x","title":"Ethical dilemmas in global anesthesia and surgery","year":2018,"lang":"en","type":"editorial","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Kingston General Hospital; Queen's University","funders":"","keywords":"Anesthesia; Medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007888084,0.00102105,0.003165968,0.002185624,0.0005286392,0.0004178067,0.000693135,0.003938414,0.0002846316],"category_scores_gemma":[0.004511669,0.0009308991,0.000845975,0.001188471,0.0009189912,0.0003514819,0.00001719235,0.007094398,0.0000374814],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004152997,"about_ca_system_score_gemma":0.05970623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02992245,"about_ca_topic_score_gemma":0.05623747,"domain_scores_codex":[0.9908689,0.0007130487,0.002923243,0.000693184,0.0020147,0.002786961],"domain_scores_gemma":[0.9829098,0.001324884,0.001828655,0.0005725707,0.002620385,0.0107437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.000430537,0.00002719792,0.0109214,0.0002264398,0.00006868573,0.4792692,0.0001422418,0.000001532434,1.785578e-7,0.00004015144,0.5078294,0.001043028],"study_design_scores_gemma":[0.0007749247,0.0007163477,0.006945202,0.001694424,0.0001866589,0.5305995,0.0001084538,0.000003248803,6.421119e-7,0.0002523033,0.4582928,0.0004254655],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.7457978,0.01130082,0.000003228231,0.03522591,0.2063638,0.0005689593,0.00005423726,0.00002900665,0.0006562598],"genre_scores_gemma":[0.2363232,0.002681545,0.0004421473,0.002535557,0.7567306,0.00001223495,0.0001577925,0.0003188969,0.0007979626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5503669,"threshold_uncertainty_score":0.9996699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311713020714016,"score_gpt":0.2629213967376376,"score_spread":0.2498042665304974,"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."}}