{"id":"W3155251792","doi":"10.24908/iqurcp.14544","title":"Impact of a NICU parental engagement model of care on emergency room visits and hospital readmissions in preterm infants.","year":2021,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pediatrics; Discharge planning; Emergency department; Gestational age; Hospital discharge; Hospital readmission; Retrospective cohort study; Gestation; Emergency medicine; Patient discharge; Pregnancy; MEDLINE; Nursing; Intensive care 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":[0.001530603,0.0002193234,0.0002223042,0.0002042072,0.0003693563,0.0005838895,0.0006132129,0.0003520605,0.001598565],"category_scores_gemma":[0.007156102,0.0001024746,0.0005002717,0.0002542393,0.000235195,0.0003789073,0.001041454,0.0004821895,0.00007194549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207952,"about_ca_system_score_gemma":0.001408948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01567554,"about_ca_topic_score_gemma":0.02330568,"domain_scores_codex":[0.9982812,0.001023727,0.00006913136,0.0001169096,0.0002129035,0.0002961447],"domain_scores_gemma":[0.9971712,0.0007953428,0.0008562765,0.000119911,0.0001614289,0.0008958575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001518348,0.00133743,0.9501819,0.0001508045,0.0002314088,0.0001788792,0.0005945844,0.0002257087,0.0002053358,0.00009928792,0.0004751575,0.04480114],"study_design_scores_gemma":[0.00006077531,0.003088766,0.9945262,0.0001204594,0.00009960095,0.0001400836,0.001021764,0.0003613307,0.000121441,0.00003824634,0.0004146133,0.000006783433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987627,0.0005394071,0.00003409112,0.0001881471,0.000009320874,0.00001855892,0.00006289715,0.000002676451,0.0003821914],"genre_scores_gemma":[0.9992067,0.000276889,0.0001854656,0.00005251036,0.000009742645,0.00003499406,0.0001065313,9.725708e-7,0.0001262879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01567554,"threshold_uncertainty_score":0.03116858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08588302831533445,"score_gpt":0.3973632118376884,"score_spread":0.311480183522354,"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."}}