{"id":"W2560571494","doi":"10.21767/amj.2016.2619","title":"DEVELOPMENT OF A NOVEL STEERABLE BOUGIE","year":2016,"lang":"en","type":"article","venue":"Australasian Medical Journal","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Nottingham; Trent University; Nottingham Trent University","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005923272,0.00009171977,0.0002027329,0.0001337505,0.00005885823,0.000009643129,0.0001437007,0.0001041705,0.01797024],"category_scores_gemma":[0.0002762982,0.00005226663,0.00007505321,0.0001001835,0.00009798743,0.0001164468,0.00003708231,0.0002117756,0.00003403011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006828162,"about_ca_system_score_gemma":0.0003896491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.823358e-7,"about_ca_topic_score_gemma":0.000001266113,"domain_scores_codex":[0.9984022,0.0000129615,0.0004980096,0.0001037373,0.0007646358,0.0002184105],"domain_scores_gemma":[0.9992543,0.00002734764,0.0001410746,0.0001132565,0.0001083222,0.0003557228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006098263,0.0003019851,0.002064697,0.00004524373,0.0001077634,0.00001111253,0.0001764289,3.385265e-8,0.008518918,0.001601745,0.07562865,0.9114825],"study_design_scores_gemma":[0.004970492,0.001092993,0.02743241,0.001968486,0.00007629395,0.0002436237,0.0002589588,0.0000299414,0.0677966,0.0003163491,0.8956003,0.0002135141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5470047,0.00007658295,0.278671,0.02921437,0.0004225468,0.0003674042,0.000002554782,0.0001606405,0.1440802],"genre_scores_gemma":[0.8930168,0.0004372209,0.04899734,0.0002110258,0.0004587465,0.000009103441,0.000003087863,0.00002371033,0.05684303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9112689,"threshold_uncertainty_score":0.9829274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03578607728812782,"score_gpt":0.3170771192343702,"score_spread":0.2812910419462423,"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."}}