{"id":"W3206121720","doi":"10.1016/j.jnn.2021.10.002","title":"Improving mental health outcomes of parents of infants treated in neonatal intensive care units: A scoping review","year":2021,"lang":"en","type":"review","venue":"Journal of Neonatal Nursing","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Hospital for Sick Children","funders":"","keywords":"Mental health; Stressor; Neonatal intensive care unit; Medicine; Distress; Psychiatry; Depression (economics); Population; Psychology; Clinical psychology; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005039301,0.0004972109,0.005421086,0.000774711,0.00005207777,0.00001414478,0.0002638701,0.0002292084,0.00003164061],"category_scores_gemma":[0.0008186026,0.0003867967,0.000765102,0.0009103048,0.0001089419,0.0002206612,0.00009301984,0.0008650831,3.569547e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006797213,"about_ca_system_score_gemma":0.003062235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005150448,"about_ca_topic_score_gemma":0.00001708861,"domain_scores_codex":[0.9951621,0.0003013976,0.003107879,0.0002886592,0.0007537194,0.0003862259],"domain_scores_gemma":[0.993713,0.0001747701,0.003674922,0.0002949673,0.001947618,0.0001947181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000073977,0.000008722012,0.0008254609,0.1367095,0.0002811416,0.0003131481,0.008420054,9.937108e-8,0.000001095843,9.430205e-7,0.0001050889,0.8532608],"study_design_scores_gemma":[0.001482374,0.0003847956,0.00007608714,0.9723627,0.000882865,0.002438715,0.00797371,0.000001409988,0.000034771,6.738555e-7,0.0140607,0.0003011886],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00139971,0.9959988,0.000007483749,0.000108118,0.0007191719,0.00135552,0.0003661545,0.000006716369,0.00003830537],"genre_scores_gemma":[0.0008546681,0.9970125,0.0006743679,0.0001975788,0.00006749767,0.000005490291,0.001125459,0.00005480658,0.000007624698],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8529596,"threshold_uncertainty_score":0.9998584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05157269808531315,"score_gpt":0.394275819807886,"score_spread":0.3427031217225728,"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."}}