{"id":"W7132967526","doi":"","title":"A Developmental Cascade Model of Neurocognitive Functioning: Risk, Resilience, and Implications for Children's Mental Health","year":2017,"lang":"","type":"dissertation","venue":"TSpace","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Employment and Social Development Canada","funders":"Canadian Institutes of Health Research","keywords":"Neurocognitive; Psychosocial; Vulnerability (computing); Mental health; Socialization; Cognition; Intervention (counseling); Psychological resilience; Stressor","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":[0.001156087,0.0005041535,0.0002319696,0.001043689,0.0009097274,0.001676894,0.0005723815,0.0006755518,0.004777521],"category_scores_gemma":[0.002171942,0.0002523149,0.0005589478,0.0004511783,0.00214886,0.001536005,0.001823455,0.001535977,0.0003645002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002305805,"about_ca_system_score_gemma":0.002961842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00866465,"about_ca_topic_score_gemma":0.008563625,"domain_scores_codex":[0.9996568,0.0001426121,0.00001001471,0.00006583821,0.00004409882,0.00008061629],"domain_scores_gemma":[0.9993708,0.0002090557,0.00008641971,0.00003934143,0.00007386501,0.0002206116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001784536,0.0007442917,0.2400204,0.0002407124,0.0001278519,0.002095076,0.01873041,0.00505218,0.002881422,0.5843838,0.005224597,0.1403207],"study_design_scores_gemma":[0.00004326482,0.0005833175,0.3191223,0.0006698847,0.0001920056,0.002514132,0.01369212,0.02189647,0.001000943,0.6149126,0.02529197,0.00008092436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.752502,0.008744747,0.04892803,0.06246475,0.0002132309,0.0004291742,0.0009697607,0.0002114553,0.1255368],"genre_scores_gemma":[0.9773927,0.004573319,0.01103726,0.0006435601,0.00003922913,0.0001573179,0.0001227999,0.00001361731,0.006020091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00866465,"threshold_uncertainty_score":0.01722842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03960033225402301,"score_gpt":0.37652484008964,"score_spread":0.3369245078356171,"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."}}