{"id":"W2900587875","doi":"10.1161/circ.134.suppl_1.11908","title":"Abstract 11908: Organizational Structure, Resources, and Educational Initiatives in Cardiac Intensive Care Units: A National Cross-sectional Survey on Behalf of the American Heart Association Acute Cardiac Care Committee","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cross-sectional study; Association (psychology); Intensive care; Family medicine; Nursing; Intensive care medicine; Pathology","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":[0.002810956,0.000203576,0.0002051168,0.001124971,0.0004464994,0.0006276087,0.000610709,0.000519448,0.003567264],"category_scores_gemma":[0.008847598,0.000250297,0.0002001899,0.00176495,0.0002899717,0.0009367727,0.0008982183,0.0006781869,0.0007255207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000617331,"about_ca_system_score_gemma":0.001242467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009029269,"about_ca_topic_score_gemma":0.0095897,"domain_scores_codex":[0.9979528,0.0006269658,0.0004106703,0.0002093318,0.0006000263,0.0002001239],"domain_scores_gemma":[0.9868842,0.00227498,0.006382345,0.0005870212,0.001890832,0.001980543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001248741,0.00008195858,0.9962046,0.00002475547,0.00001014325,0.000009416239,0.0002009832,0.00003138531,0.00008091873,0.00001268507,0.001561156,0.001769586],"study_design_scores_gemma":[0.000003029209,0.00002853028,0.99906,0.00001410476,0.000001778859,0.00001852347,0.0004064609,0.00007833929,0.00002169375,0.000005463336,0.0003605001,0.000001555777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888921,0.0001193186,0.0001501503,0.0007030373,0.00001716284,0.0001759157,0.007041969,0.00002277505,0.002877421],"genre_scores_gemma":[0.993072,0.0001687882,0.0004930044,0.0003467328,0.0000360776,0.000310199,0.004928889,0.000007726128,0.0006367204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009029269,"threshold_uncertainty_score":0.01795346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817755077140498,"score_gpt":0.2969787397806495,"score_spread":0.2788011890092445,"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."}}