{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002836337,0.0002238236,0.0002272931,0.0006697611,0.001332753,0.001286764,0.0003073809,0.000427584,0.001569509],"category_scores_gemma":[0.008130836,0.0001614985,0.0003051028,0.0005447418,0.001498118,0.001212547,0.001751833,0.0009688585,0.00008220471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007089562,"about_ca_system_score_gemma":0.0007249055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00481007,"about_ca_topic_score_gemma":0.005986549,"domain_scores_codex":[0.9980783,0.00144845,0.00005655627,0.00006611064,0.000169689,0.0001808976],"domain_scores_gemma":[0.9956964,0.002433685,0.0009740712,0.00009250318,0.0002908906,0.0005124493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001441239,0.00007301258,0.3237643,0.0002658901,0.00008953182,0.002751168,0.6299027,0.0001991922,0.0008384704,0.001612507,0.001319091,0.03903996],"study_design_scores_gemma":[0.000005257023,0.0001671642,0.2675701,0.0004090454,0.00004056654,0.002236918,0.7231398,0.0001927771,0.0002348762,0.0007745016,0.005190439,0.00003865405],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939874,0.001647707,0.0002266741,0.001699512,0.00002710936,0.000007740099,0.00004400254,0.000002899588,0.002356884],"genre_scores_gemma":[0.9991178,0.0006196422,0.00007305283,0.0000574523,0.000006733462,0.000004390955,0.00001141121,7.902984e-7,0.0001088005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00481007,"threshold_uncertainty_score":0.01500016,"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."}}