{"id":"W2623616333","doi":"10.1111/anae.13961","title":"In search of consensus on ethics in airway research","year":2017,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Honesty; Autonomy; MEDLINE; Airway management; Airway; Informed consent; Medical education; Alternative medicine; Law; Political science; Surgery; Pathology","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003118403,0.0001830469,0.0005150792,0.001563739,0.00006266277,0.00002146172,0.0003768807,0.001101998,0.0003588411],"category_scores_gemma":[0.0006983603,0.0001675835,0.0000858526,0.0002904909,0.0004130525,0.00003950254,0.00008243385,0.006051193,0.0001058191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001731374,"about_ca_system_score_gemma":0.0003463566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001435458,"about_ca_topic_score_gemma":0.000105343,"domain_scores_codex":[0.997248,0.0005180138,0.0004083637,0.0003769338,0.001031904,0.0004167866],"domain_scores_gemma":[0.9982656,0.0003814863,0.0001204427,0.0009187348,0.0002787587,0.00003503322],"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":[0.00008051646,0.00006805843,0.001486614,0.0004207236,0.00001193665,0.0006094112,0.0003231461,4.968787e-7,0.000009817149,0.001100143,0.9881918,0.007697264],"study_design_scores_gemma":[0.0005131995,0.002451266,0.002588749,0.001565777,0.00001096619,0.000001812819,0.00006891431,0.00004067873,0.001559609,0.001044623,0.9899933,0.000161064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02433186,0.0001294321,0.000002258582,0.8531889,0.00004073441,0.0007880949,0.000003274966,0.00003060239,0.1214849],"genre_scores_gemma":[0.229068,0.01128708,0.0008404744,0.438147,0.0024106,0.0002963741,0.0003205593,0.0002930537,0.3173368],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4150419,"threshold_uncertainty_score":0.9962419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1777563071326663,"score_gpt":0.4367456981678258,"score_spread":0.2589893910351596,"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."}}