{"id":"W4298169076","doi":"10.1186/s40635-016-0100-7","title":"ESICM LIVES 2016: part three","year":2016,"lang":"en","type":"article","venue":"Intensive Care Medicine Experimental","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Centre Hospitalier de l’Université de Montréal; Queen's University; Western University; St. Michael's Hospital; Dalhousie University; University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Université de Poitiers; Centre Hospitalier Universitaire de Poitiers; Universiteit Antwerpen; Institut National de la Santé et de la Recherche Médicale; Nord universitet; Strong; Royal Brompton and Harefield NHS Foundation Trust","keywords":"Brainstorming; Medicine; Process management; Quality (philosophy); Process (computing); Quality management; Knowledge management; Nursing; Intensive care medicine; Medical education; Operations management; Computer science; Artificial intelligence; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001120992,0.0003171451,0.0009596622,0.0001246431,0.00007237435,0.000007849974,0.0001203712,0.00009974121,0.00213375],"category_scores_gemma":[0.001089147,0.0001645779,0.000398939,0.0001097053,0.0006150302,0.00008601015,0.00007077091,0.0001366225,0.0004326531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987683,"about_ca_system_score_gemma":0.00007873173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007636334,"about_ca_topic_score_gemma":0.000004458764,"domain_scores_codex":[0.9981675,0.00005365679,0.0003902086,0.0004461787,0.0005405959,0.0004018405],"domain_scores_gemma":[0.997582,0.0004659275,0.00008168698,0.0004607743,0.001032067,0.0003775521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00275473,0.0002479023,0.1412083,0.0001363522,0.0009590687,0.00751802,0.02515338,1.399142e-7,0.4362271,0.00662185,0.3311943,0.04797889],"study_design_scores_gemma":[0.01064039,0.00346939,0.02313588,0.00223037,0.0003364068,0.00197671,0.1229796,0.000002203395,0.1979432,0.00004089922,0.6365882,0.0006567893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8294028,0.03038478,0.000197281,0.03469447,0.003156454,0.001028088,0.00001858583,0.0003242836,0.1007932],"genre_scores_gemma":[0.979306,0.0001815768,0.00008316909,0.01082641,0.001585893,0.00005877248,0.00002835101,0.00004735768,0.007882454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3053939,"threshold_uncertainty_score":0.9987785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466933417433448,"score_gpt":0.3081251382002293,"score_spread":0.2834558040258948,"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."}}