{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002306183,0.00008776731,0.0003031417,0.0004260256,0.00002139246,0.000006160088,0.00007697089,0.00009898977,0.00002889438],"category_scores_gemma":[0.00007486644,0.00006804181,0.00004836382,0.0004015831,0.0000349859,0.00008553467,0.00001948843,0.0002513479,0.000001684383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003302122,"about_ca_system_score_gemma":0.00008861913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008257307,"about_ca_topic_score_gemma":0.000006619112,"domain_scores_codex":[0.999095,0.00003897712,0.0004132372,0.0001071884,0.0001900478,0.0001555957],"domain_scores_gemma":[0.999314,0.00005016061,0.0003456784,0.00009560493,0.0001063743,0.00008823717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001650708,0.00004769448,0.9964313,0.00001719832,0.00004752194,0.0001246005,0.0003038078,5.272147e-7,0.00008613499,0.000002037985,0.002238846,0.0005352622],"study_design_scores_gemma":[0.00237939,0.0003294645,0.9963291,0.00002953846,0.0002507771,0.0004966611,0.00004134801,0.000001021048,0.00001738854,0.00002259517,0.00002544363,0.00007728294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987503,0.0002101106,0.000001986624,0.0001462189,0.0002434446,0.0001538904,0.0001094097,0.000008426224,0.0003762466],"genre_scores_gemma":[0.9986897,0.0005370367,0.0002225422,0.00005509237,0.0003493495,0.000005858611,0.0001071656,0.00001002775,0.00002319641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00221432,"threshold_uncertainty_score":0.2774664,"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."}}