{"id":"W4391875824","doi":"10.1016/j.iccn.2024.103655","title":"Healthcare provider perspectives on family participation in cardiac ICU rounds: Before and after intervention survey","year":2024,"lang":"en","type":"letter","venue":"Intensive and Critical Care Nursing","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Fonds de recherche du Québec","keywords":"Medicine; Intervention (counseling); Health care; Nursing; Medical emergency; Family medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004706983,0.0005737959,0.0008901702,0.0005163949,0.0003491607,0.0001158134,0.0001051057,0.001532622,0.00002455394],"category_scores_gemma":[0.00798702,0.0005189311,0.0002186996,0.0002869776,0.0006120628,0.000179517,0.0001130583,0.005030476,0.00005446278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049301,"about_ca_system_score_gemma":0.0001946047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001812232,"about_ca_topic_score_gemma":0.001288812,"domain_scores_codex":[0.9942748,0.002320717,0.0008569311,0.00113119,0.0004800961,0.0009362525],"domain_scores_gemma":[0.9883758,0.002999875,0.0001198664,0.0003541968,0.007961098,0.0001891826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001090123,0.00007514584,0.04762677,0.01165077,0.0001505858,0.001191831,0.2135035,3.976114e-7,0.00001118635,0.002698508,0.7020454,0.0199558],"study_design_scores_gemma":[0.0007443821,0.002401965,0.2071243,0.05815081,0.0003468669,0.00001411439,0.6948079,0.00004351472,0.00001003911,0.003360172,0.03197416,0.001021785],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.468119,0.03939911,0.00005824344,0.4683592,0.01702013,0.002550929,0.002439507,0.0001941044,0.001859769],"genre_scores_gemma":[0.7077844,0.0001256714,0.00001578797,0.2893795,0.001326208,0.0003274574,0.0007766876,0.00008607825,0.000178131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6700712,"threshold_uncertainty_score":0.9997636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09628721743392307,"score_gpt":0.4478595749093778,"score_spread":0.3515723574754547,"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."}}