{"id":"W2992020045","doi":"","title":"ORNAC 23rd National and IFPN International Conference: International alliance for perioperative best practice: The Ottawa convention centre, Ottawa, Ontario, Canada, 21-25 April 2013","year":2013,"lang":"en","type":"article","venue":"RUNE (Research UNE)","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alliance; Convention; Political science; Library science; Public administration; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001385962,0.0002011124,0.0003572436,0.0001014608,0.0003229275,0.0002482453,0.0002999998,0.0001093582,0.004898763],"category_scores_gemma":[0.001939131,0.0001455768,0.0001549422,0.0001706122,0.0003039043,0.0004499402,0.00009728534,0.0005512012,0.0001089873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008414409,"about_ca_system_score_gemma":0.00215461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.600677,"about_ca_topic_score_gemma":0.6114491,"domain_scores_codex":[0.9966528,0.000237264,0.0004137215,0.0004221121,0.001832049,0.0004420045],"domain_scores_gemma":[0.9941446,0.001956398,0.0001244863,0.0001998857,0.003315446,0.0002591355],"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":[0.0005238861,0.0006110535,0.04649523,0.00007353197,0.001183946,0.0001258005,0.002186602,0.00001753044,0.0009005287,0.3396254,0.6023973,0.005859191],"study_design_scores_gemma":[0.00184186,0.00012031,0.07387344,0.00006902673,0.00003736558,0.00009320758,0.002067138,0.001378216,0.00006735206,0.0004208266,0.9198756,0.0001556558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1305672,0.000703285,0.0003247126,0.5713741,0.00166371,0.003593717,0.0001487813,0.0000442246,0.2915803],"genre_scores_gemma":[0.71718,0.0005086768,0.001367253,0.002016572,0.0006774566,0.0003795779,0.0003584073,0.00003155613,0.2774805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5866128,"threshold_uncertainty_score":0.9960109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04614613729618326,"score_gpt":0.3548498170698212,"score_spread":0.3087036797736379,"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."}}