{"id":"W2075993616","doi":"10.12927/hcq..17914","title":"CIHI Survey: Intensive Care in Canada","year":2006,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Best practice; Health administration; Health care; Medicine; Family medicine; Business; Nursing; Environmental health; Political science; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000900557,0.0006717117,0.0007636659,0.005069614,0.002271505,0.001662396,0.002039339,0.001128345,0.006122227],"category_scores_gemma":[0.004899474,0.000596137,0.0008174587,0.01803726,0.0005194648,0.0008252123,0.001713728,0.00145396,0.001065347],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05055224,"about_ca_system_score_gemma":0.09203525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971098,"about_ca_topic_score_gemma":0.998503,"domain_scores_codex":[0.9978644,0.0001206088,0.0002578866,0.0001900891,0.0009493325,0.0006175655],"domain_scores_gemma":[0.9910453,0.0002506018,0.001274344,0.0001166554,0.004784595,0.002528376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001012011,0.0001391885,0.9522851,0.0002074144,0.00008450651,0.0001201807,0.000636231,0.0002228016,0.00009811382,0.0002645604,0.03850962,0.00733109],"study_design_scores_gemma":[0.00002003299,0.00002175836,0.9932094,0.00006310375,0.00002147998,0.00004512902,0.0009346114,0.0001832567,0.00003442812,0.00001904581,0.005436113,0.00001170199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6329804,0.003643994,0.0005382411,0.005896155,0.0001997647,0.001016243,0.3348017,0.0001836416,0.02073985],"genre_scores_gemma":[0.8738997,0.004727562,0.001183867,0.004271266,0.0001366771,0.0007462889,0.09467139,0.00007950134,0.02028366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9494478,"threshold_uncertainty_score":0.3667839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435693097084954,"score_gpt":0.2717322890146816,"score_spread":0.257375358043832,"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."}}