{"id":"W4361268891","doi":"10.1136/archdischild-2022-325011","title":"Fragility and resilience: parental and family perspectives on the impacts of extreme prematurity","year":2023,"lang":"en","type":"article","venue":"Archives of Disease in Childhood Fetal & Neonatal","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; Université de Montréal; Ethica (Canada); Centre Hospitalier Universitaire Sainte-Justine","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Gratitude; Logistic regression; Psychology; Medicine; Psychological resilience; Gestational age; Thematic analysis; Fragility; Family disruption; Pediatrics; Developmental psychology; Demography; Pregnancy; Qualitative research; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.000133084,0.0001497637,0.0002380479,0.0001466181,0.00006378655,0.000008983618,0.0001012807,0.0000299024,0.000008779236],"category_scores_gemma":[0.0002591993,0.0001038353,0.00008506003,0.000158153,0.0004855898,0.0001005317,0.0001561586,0.0001948884,6.722469e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000771612,"about_ca_system_score_gemma":0.00009908333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003190625,"about_ca_topic_score_gemma":0.000006016759,"domain_scores_codex":[0.998948,0.00006903196,0.0002269669,0.0002899919,0.0002706512,0.0001953445],"domain_scores_gemma":[0.9991723,0.0003521287,0.00007006675,0.0002346649,0.00001771689,0.0001531796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002475275,0.0001659335,0.9272724,0.000441151,0.0001026061,0.00008553355,0.0562857,0.000003284144,0.001408841,0.001812415,0.00003302495,0.00991382],"study_design_scores_gemma":[0.0009702236,0.0001698148,0.9890884,0.0004845826,0.00002998997,0.000006827735,0.005370519,0.0001716385,0.0004952652,0.003089674,0.00001085602,0.0001122461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957044,0.001937556,5.751771e-7,0.0003548304,0.00002542141,0.0004354101,0.0003504326,0.00002290309,0.001168491],"genre_scores_gemma":[0.9991562,0.0005635294,0.00009104859,0.00004772815,0.0000241318,0.0000101586,0.00008846304,0.000009497404,0.000009261396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06181595,"threshold_uncertainty_score":0.423428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061727600152533,"score_gpt":0.2491287178024012,"score_spread":0.2385114418008759,"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."}}