{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001828388,0.0001644459,0.0006819298,0.00009098687,0.00004111599,0.0000106805,0.00005616525,0.00008858694,0.00003531043],"category_scores_gemma":[0.00006341541,0.0001434469,0.0001302639,0.0002504103,0.00002493127,0.00003223172,0.000004200298,0.0002470952,0.00002355571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008634823,"about_ca_system_score_gemma":0.00242901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923531,"about_ca_topic_score_gemma":0.9974367,"domain_scores_codex":[0.9983211,0.0002346232,0.0003948305,0.0002764059,0.0003440598,0.0004289481],"domain_scores_gemma":[0.9985827,0.0003278255,0.00005338026,0.0002828746,0.0005493238,0.0002039379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001781841,0.0000108969,0.9771808,0.000146111,0.00000928033,0.001200738,0.0009898235,0.000001145896,0.00000441775,0.0005022766,0.001895154,0.0178811],"study_design_scores_gemma":[0.000828265,0.0003353415,0.9604374,0.0000709964,0.00001002678,0.0001115498,0.01018085,0.000007285009,0.000009480525,0.00001379916,0.02785555,0.0001395092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823052,0.002211037,0.000003808098,0.01138673,0.0003309031,0.0003949248,0.00004437842,0.00003513,0.00328793],"genre_scores_gemma":[0.9942665,0.00001235268,0.00002607613,0.004823697,0.0001467693,0.00001779958,0.0002006329,0.00002119749,0.0004849792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0259604,"threshold_uncertainty_score":0.5849595,"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."}}