{"id":"W4385563925","doi":"10.1161/circoutcomes.123.010084","title":"Family Engagement in the Adult Cardiac Intensive Care Unit: A Survey of Family Engagement Practices in the Cardiac Critical Care Trials Network","year":2023,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta; University of Manitoba; Jewish General Hospital","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Public engagement; Best practice; Medicine; Demographics; Community engagement; Family medicine; Psychology; Nursing; Public relations; Political science; Sociology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04540548,0.0004106577,0.001922664,0.0003107579,0.000929044,0.00006450733,0.0004753654,0.0003836954,0.000006032384],"category_scores_gemma":[0.09693528,0.0002738237,0.001140262,0.001649824,0.0002391584,0.0002181099,0.0002422047,0.001512917,0.00002382774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855482,"about_ca_system_score_gemma":0.0003435251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0119035,"about_ca_topic_score_gemma":0.0009480563,"domain_scores_codex":[0.9282174,0.06711541,0.001904693,0.0006331692,0.001443629,0.0006856793],"domain_scores_gemma":[0.9401269,0.05156469,0.0006812614,0.001285544,0.006256555,0.00008508207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009073992,0.00001727957,0.8846853,0.0009486238,0.0006587999,0.00002038132,0.1049272,0.001584678,0.00001048932,0.002934487,0.001835194,0.002286866],"study_design_scores_gemma":[0.0007026869,0.00003470895,0.5936573,0.0002655035,0.0003107657,2.34278e-7,0.4009074,0.00001871796,0.000001201459,0.00009254138,0.003821588,0.0001873051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709539,0.01747363,0.0001444601,0.001168149,0.004404143,0.003880891,0.0006537277,0.00006670233,0.001254426],"genre_scores_gemma":[0.9895937,0.001370808,0.00003235976,0.007084003,0.0002858648,0.0006164667,0.0009769903,0.00003336066,0.000006430796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2959802,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5730815170993839,"score_gpt":0.5239339856739732,"score_spread":0.04914753142541073,"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."}}