{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004640925,0.001038253,0.0007609914,0.00273095,0.0009527036,0.004472406,0.001655295,0.001727774,0.290982],"category_scores_gemma":[0.01203803,0.0003523246,0.0007772468,0.002424733,0.0009874932,0.002156642,0.005259725,0.001906521,0.1283416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001758022,"about_ca_system_score_gemma":0.004966523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713906,"about_ca_topic_score_gemma":0.001643291,"domain_scores_codex":[0.9976743,0.0005578229,0.0003049978,0.0002284633,0.0009211516,0.0003134075],"domain_scores_gemma":[0.9949102,0.0007297503,0.0005077678,0.0004444591,0.001893382,0.00151451],"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":[0.0001336317,0.0001696987,0.002739201,0.001464494,0.00002423169,0.0001774895,0.0001776006,0.0001781493,0.0003886935,0.006064024,0.5921965,0.3962863],"study_design_scores_gemma":[0.00002060196,0.00007876868,0.003926229,0.001756509,0.000009844963,0.000406569,0.0001047177,0.00007438036,0.0001705922,0.002125502,0.9913162,0.00001012761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006728201,0.1055792,0.005526719,0.06466889,0.04892962,0.002214737,0.01818035,0.001497431,0.7466748],"genre_scores_gemma":[0.04777339,0.1754111,0.00757374,0.02153733,0.03294188,0.00373545,0.03664516,0.001066502,0.6733154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.290982,"threshold_uncertainty_score":0.9734318,"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."}}