{"id":"W2906871161","doi":"10.22374/jeleu.v2i1.25","title":"Preliminary Evaluation of High-Frequency Jet Ventilation in RIRS from a Tertiary Center","year":2019,"lang":"en","type":"article","venue":"Journal of Endoluminal Endourology","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Surgery; Ventilation (architecture); Adverse effect; Anesthesia; Urology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001235275,0.0001031367,0.000365998,0.0004504602,0.000009809056,0.000004156512,0.0001142193,0.0001200867,0.002280666],"category_scores_gemma":[0.0002650456,0.00008950427,0.0001215916,0.0001290617,0.00005032797,0.0002340437,0.00003359211,0.0003058775,0.00001536239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083234,"about_ca_system_score_gemma":0.0001000746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009538259,"about_ca_topic_score_gemma":0.00001225702,"domain_scores_codex":[0.9983044,0.000273884,0.0006864066,0.0001325571,0.0004644672,0.0001382496],"domain_scores_gemma":[0.9986983,0.0001307606,0.0006133154,0.0001722667,0.0003430216,0.00004235918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004521444,0.000973174,0.9018824,0.0001222719,0.0002486471,0.00004538075,0.0007338308,0.0002224635,0.03361548,0.0005431373,0.003414136,0.05367762],"study_design_scores_gemma":[0.006845396,0.007010328,0.9603875,0.0002514768,0.0004143825,0.00006892349,0.0001903194,0.001859505,0.01675504,0.005063957,0.001043831,0.0001092992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933488,0.00043359,0.0006751028,0.0006487834,0.000333508,0.0003710056,0.000004413105,0.000009829165,0.004174968],"genre_scores_gemma":[0.9974331,0.0001712471,0.001943044,0.00009448755,0.0001495781,0.000007560473,0.00003324329,0.00001185312,0.0001559272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05850513,"threshold_uncertainty_score":0.9986314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855122745241585,"score_gpt":0.2907790394876684,"score_spread":0.2722278120352526,"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."}}