{"id":"W4406021798","doi":"10.1007/978-3-031-55972-3_1","title":"Introduction on Development, Maturation, and Vulnerability of the Neonatal Brain and Factors Contributing to Injury","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"Genesis Research Trust","keywords":"Brain development; Neuroscience; Vulnerability (computing); Medicine; Psychology; Computer science; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001820317,0.0005332609,0.0002567911,0.0008084525,0.00054691,0.0009495984,0.0004054825,0.0006847415,0.03046801],"category_scores_gemma":[0.0003238135,0.0001554727,0.0001809002,0.0005272829,0.0008947627,0.0009921195,0.000667282,0.001208241,0.007690412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007600106,"about_ca_system_score_gemma":0.0005576443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001585586,"about_ca_topic_score_gemma":0.003725542,"domain_scores_codex":[0.9999368,0.00001421989,0.000004225767,0.00001052525,0.00002789711,0.000006316016],"domain_scores_gemma":[0.9998627,0.00008319975,0.000008345432,0.000004679417,0.00002632809,0.00001470003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003948353,0.00003924103,0.0002476862,0.0006744711,0.000005012133,0.0008115015,0.001696483,0.0005271786,0.001872891,0.1333975,0.6732422,0.1874464],"study_design_scores_gemma":[0.00000106627,0.00001559915,0.0003735368,0.0003468344,0.000001720108,0.001053623,0.0001207391,0.00007428643,0.0001666661,0.009956704,0.9878855,0.000003724462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002202571,0.1772706,0.00490488,0.009402601,0.008238172,0.00009288007,0.000496661,0.0002382119,0.7971534],"genre_scores_gemma":[0.00839603,0.08944657,0.003570292,0.004249242,0.002572024,0.00007734862,0.0002105433,0.0001240362,0.8913538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03046801,"threshold_uncertainty_score":0.1019257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142985638316188,"score_gpt":0.2518436120051456,"score_spread":0.2404137556219837,"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."}}