{"id":"W3028873298","doi":"10.3389/fnhum.2020.00219","title":"Resilience and Vulnerability: Neurodevelopment of Very Preterm Children at Four Years of Age","year":2020,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Children's Hospital; University of Toronto; Mental Health Research Canada; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Vulnerability (computing); Resilience (materials science); Psychology; Developmental psychology; Computer science; Computer security","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":[0.0004548437,0.0004067507,0.0003922452,0.001950904,0.0006965901,0.0006585136,0.0004615744,0.0005097133,0.0006620169],"category_scores_gemma":[0.002780868,0.0002285106,0.0004526251,0.0008333665,0.0008894111,0.0004822713,0.001347971,0.0004732774,0.0001284959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005365919,"about_ca_system_score_gemma":0.0004333231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007610575,"about_ca_topic_score_gemma":0.005857983,"domain_scores_codex":[0.9996728,0.0000666599,0.00003071798,0.00006518792,0.00005581176,0.0001089077],"domain_scores_gemma":[0.9991357,0.0001257483,0.000420813,0.00004483239,0.00006902182,0.0002039747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000276361,0.00006468486,0.9901709,0.00002713316,0.00004500984,0.002280652,0.001503265,0.0001387595,0.001929116,0.00008242951,0.00005939038,0.003422332],"study_design_scores_gemma":[0.00000115188,0.0001322836,0.9975471,0.000008478152,0.00001118888,0.001271969,0.0006003328,0.00004248486,0.0002501097,0.00005208388,0.00007701817,0.00000576804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996557,0.0001112055,0.00002141097,0.000008042464,0.00000123195,0.000003017052,0.00008229406,0.000001407294,0.0001157162],"genre_scores_gemma":[0.9996578,0.0001254954,0.00006425997,0.000004216859,0.000001975407,0.00000828974,0.00008237762,8.348636e-7,0.00005471401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007610575,"threshold_uncertainty_score":0.01513261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278283527966654,"score_gpt":0.2505952574893019,"score_spread":0.2278124222096354,"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."}}