{"id":"W4282970648","doi":"10.2196/33921","title":"Associations Between Family Member Involvement and Outcomes of Patients Admitted to the Intensive Care Unit: Retrospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spouse; Medicine; Retrospective cohort study; Intensive care unit; Odds ratio; Medical record; Cohort; Cohort study; Pediatrics; Odds; Emergency medicine; Logistic regression; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001530195,0.0003193296,0.0004720832,0.001079024,0.0006810796,0.0007781116,0.0005401578,0.0004364126,0.0009918035],"category_scores_gemma":[0.003865605,0.0004259045,0.0006183726,0.001720228,0.0003440154,0.0006787757,0.0006750823,0.0008286909,0.0001595207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004956952,"about_ca_system_score_gemma":0.0005716014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007480089,"about_ca_topic_score_gemma":0.009526282,"domain_scores_codex":[0.9987998,0.0003400509,0.0002032641,0.0003219328,0.0001961904,0.0001386884],"domain_scores_gemma":[0.9959708,0.0006039896,0.002291423,0.0003899427,0.0003115771,0.0004322921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004197772,0.00002286904,0.9993875,0.000007512738,0.00005154521,0.00004909649,0.00007491478,0.000009212025,0.00003783347,0.000004832968,0.00004489332,0.0002677447],"study_design_scores_gemma":[0.000008010184,0.0001160694,0.9988179,0.00001850856,0.00005303259,0.0002868307,0.0003919499,0.0001182508,0.00003057074,0.00001080468,0.0001432172,0.000004848882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992098,0.000175777,0.00007603616,0.00002011515,0.000004204394,0.00001953712,0.0003782916,0.000001570109,0.0001147281],"genre_scores_gemma":[0.9991598,0.0001403582,0.0001297179,0.00003671499,0.000008606672,0.00003001074,0.0004496538,0.000001623453,0.0000435906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007480089,"threshold_uncertainty_score":0.01487309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07722028289262767,"score_gpt":0.3975155238924694,"score_spread":0.3202952409998417,"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."}}