{"id":"W4238222691","doi":"10.3410/f.740098940.793587019","title":"Faculty Opinions recommendation of Management of the difficult airway.","year":2021,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001645981,0.001381724,0.001396061,0.003425172,0.0005499476,0.002884329,0.002357639,0.002267184,0.2161838],"category_scores_gemma":[0.01836874,0.000477868,0.001420166,0.003882693,0.0002934316,0.001537623,0.00172666,0.00170856,0.1726145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00143766,"about_ca_system_score_gemma":0.003455648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01476659,"about_ca_topic_score_gemma":0.04575967,"domain_scores_codex":[0.9985664,0.0002761145,0.000222074,0.0003700248,0.0004054659,0.0001598617],"domain_scores_gemma":[0.9923281,0.002376113,0.000904208,0.0009490054,0.002360931,0.001081626],"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":[0.00003660284,0.00001097419,0.0005722035,0.0005660846,0.00001735536,0.000006637987,0.000004914544,0.00004791403,0.00002486978,0.0001193302,0.9955288,0.003064406],"study_design_scores_gemma":[0.0002463628,0.00001654794,0.003780774,0.0006902118,0.00004649282,0.00004302968,0.00002462185,0.0003373193,0.0001406301,0.0007228682,0.9939322,0.00001880966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001105254,0.0001760802,0.00006974346,0.0003351879,0.0000949178,0.00002626996,0.9963147,0.0002708331,0.002601813],"genre_scores_gemma":[0.0008531367,0.0003183789,0.0005370352,0.0003753095,0.00007901267,0.00009965455,0.9939584,0.0001166787,0.003662445],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2161838,"threshold_uncertainty_score":0.7232068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942334453576088,"score_gpt":0.3515878446467654,"score_spread":0.3221645001110045,"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."}}