{"id":"W6996320495","doi":"","title":"Risks management and quality of care in cardiac surgery. Implementation and assessment of learning curriculum based on in vivo simulation.","year":2014,"lang":"fr","type":"article","venue":"theses.fr (ABES)","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality management; Risk management; Occupational training; Context (archaeology); Primary care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003158317,0.0002326966,0.0007676894,0.0005881603,0.00006732111,0.00001603056,0.00005903229,0.0001402581,0.0002833401],"category_scores_gemma":[0.0003437751,0.00025378,0.00008768296,0.0005074873,0.000115139,0.0001159966,0.00003990669,0.0003104117,0.000001436965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005398729,"about_ca_system_score_gemma":0.0002330875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889711,"about_ca_topic_score_gemma":0.0007034897,"domain_scores_codex":[0.9957682,0.001759191,0.001154279,0.0004125893,0.0005574987,0.0003482744],"domain_scores_gemma":[0.9943509,0.004311303,0.0005304104,0.0003615257,0.0003117884,0.0001340546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006607436,0.0001831946,0.84709,0.003481993,0.00003341917,0.000001069715,0.00519262,0.1160891,0.0000234296,0.00563551,0.000005900728,0.02219773],"study_design_scores_gemma":[0.001396227,0.0002385048,0.852485,0.001460189,0.00008682612,1.292531e-7,0.0556372,0.08759882,0.0002644431,0.00007028168,0.0005908617,0.0001715099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992442,0.00198888,0.0004047535,0.0004991711,0.0005407053,0.001242102,0.0000849195,0.00001653291,0.002780972],"genre_scores_gemma":[0.9985864,0.0003494443,0.0006266509,0.00007443068,0.0001179235,0.00007308355,0.0001272807,0.00002933659,0.00001551834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05044458,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07498393567873411,"score_gpt":0.4574066661238462,"score_spread":0.382422730445112,"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."}}