{"id":"W4200529155","doi":"10.1097/01.ccm.0000810492.76356.c3","title":"1042: IMPLEMENTATION OF VIDEOLARYNGOSCOPY COACHING AS A MULTICENTER PICU QUALITY IMPROVEMENT","year":2021,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Medicine; Coaching; Wright; Humanities; Management; Art history; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0004915969,0.0001472974,0.000380572,0.0001320089,0.0001134322,0.00003025756,0.0001272684,0.00009744342,0.0008851283],"category_scores_gemma":[0.00129761,0.0001247515,0.00006408928,0.0002714569,0.0001456319,0.0002445331,0.0001539487,0.0001920311,0.00003926998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007451647,"about_ca_system_score_gemma":0.00007605223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01389299,"about_ca_topic_score_gemma":0.001520989,"domain_scores_codex":[0.998257,0.00004254438,0.0006738096,0.0003198935,0.0003843378,0.0003224598],"domain_scores_gemma":[0.998576,0.000141133,0.0001292363,0.0002889013,0.0008304536,0.00003424863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007132086,0.0001905391,0.1410671,0.009696034,0.00008997334,0.0002047318,0.001768164,4.338241e-7,0.1043107,0.5348718,0.002028601,0.2057006],"study_design_scores_gemma":[0.01242364,0.001138634,0.1372043,0.002543148,0.0008846949,0.00004002493,0.5131862,0.0003210865,0.06716585,0.01983824,0.2438452,0.001408998],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652349,0.001048168,0.001790513,0.02490594,0.001030425,0.0003619489,0.000009970344,0.0001148831,0.005503287],"genre_scores_gemma":[0.9940598,0.000007785799,0.0001881424,0.004769774,0.0008239114,0.00002997461,0.00008364663,0.00001744842,0.00001950876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5150336,"threshold_uncertainty_score":0.9926736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03239108687487217,"score_gpt":0.3939289819972757,"score_spread":0.3615378951224035,"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."}}