{"id":"W4366607088","doi":"10.1016/j.jnn.2023.04.005","title":"Impact of parental engagement model of care on emergency room visits and hospital readmissions in preterm infants","year":2023,"lang":"en","type":"article","venue":"Journal of Neonatal Nursing","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Hospital discharge; Hospital readmission; Retrospective cohort study; Pediatrics; Emergency medicine; Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001725419,0.0001244837,0.0003370932,0.0003882321,0.00003671437,0.000004460463,0.00007439591,0.00006464025,0.000028226],"category_scores_gemma":[0.00008018108,0.00009708382,0.0001543987,0.0002018326,0.00001761799,0.0001414299,0.00002962447,0.0002537933,2.80932e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001095795,"about_ca_system_score_gemma":0.0001543729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005024164,"about_ca_topic_score_gemma":0.000001163803,"domain_scores_codex":[0.9987972,0.00003151166,0.0005272537,0.0001052833,0.0003642243,0.0001744773],"domain_scores_gemma":[0.9992903,0.00003360358,0.0002931121,0.0001029179,0.0001545827,0.0001254669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002858257,0.0001550704,0.7229155,0.0004800189,0.0002393061,0.0003386076,0.1323042,0.001385536,0.01765167,0.00002298193,0.001431825,0.1202171],"study_design_scores_gemma":[0.002534342,0.003042344,0.9751924,0.005472871,0.0001034462,0.0001015373,0.004201529,0.004240815,0.004640982,0.000230128,0.00002535492,0.000214301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982344,0.0005664575,0.00001167989,0.00009101564,0.0002723519,0.0001634991,0.00007830742,0.000006012646,0.0005763035],"genre_scores_gemma":[0.9989933,0.0002897145,0.0005993702,0.000004648129,0.00004540559,7.825412e-7,0.00003821767,0.00001328764,0.00001524371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2522769,"threshold_uncertainty_score":0.3958963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369139028273769,"score_gpt":0.3367637102944155,"score_spread":0.3130723200116778,"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."}}