{"id":"W4318392021","doi":"10.1093/jpepsy/jsac090","title":"Associations of Parental Distress and Behavior with School Readiness in Children Born Very Preterm","year":2023,"lang":"en","type":"article","venue":"Journal of Pediatric Psychology","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Distress; Psychology; Cognition; Developmental psychology; Harshness; Cognitive skill; Neuropsychology; Clinical psychology; Psychological intervention; Psychiatry","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":[0.0005490907,0.0002579656,0.0002727144,0.000545293,0.0003586096,0.000452569,0.0003059947,0.000299553,0.001099871],"category_scores_gemma":[0.004471771,0.0001942195,0.0003204043,0.0005371015,0.0003697708,0.0002694663,0.0005575672,0.0005399074,0.0000793908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003119715,"about_ca_system_score_gemma":0.0002981261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0104354,"about_ca_topic_score_gemma":0.01054324,"domain_scores_codex":[0.9996076,0.0001098954,0.00004495215,0.00006949919,0.00009409654,0.00007389336],"domain_scores_gemma":[0.9979491,0.0004334004,0.00116262,0.00007357346,0.0001222396,0.0002590725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002199215,0.00001608138,0.9990061,0.000006750191,0.00001737882,0.00005771088,0.0001588275,0.00001351555,0.00008622579,0.000005449835,0.00001562528,0.0005942839],"study_design_scores_gemma":[5.746962e-7,0.00003397596,0.9995944,0.000004008395,0.000005844351,0.000114371,0.000186292,0.00001618544,0.0000215248,0.00000378415,0.00001807662,9.049797e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997081,0.000107158,0.00001896185,0.0000147812,0.000001521443,0.000002165988,0.00006428185,9.815627e-7,0.00008188275],"genre_scores_gemma":[0.9997104,0.00009090407,0.00004482217,0.000005415588,0.000001726657,0.000004826632,0.00009627671,6.662522e-7,0.00004510669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0104354,"threshold_uncertainty_score":0.02074933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668914240372287,"score_gpt":0.3150112388154258,"score_spread":0.2983220964117029,"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."}}