{"id":"W4411192644","doi":"10.1007/s10578-025-01864-w","title":"Longitudinal Changes in Preschoolers’ Self-reported Psychological and Social Problems: Feasibility, Reliability, and Cross-informant Agreement","year":2025,"lang":"en","type":"article","venue":"Child Psychiatry & Human Development","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Psychology; Agreement; Reliability (semiconductor); Developmental psychology; Social psychology","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":[0.01713807,0.0004906176,0.0005330901,0.001582587,0.001242506,0.001178121,0.0007515233,0.0007943163,0.00110533],"category_scores_gemma":[0.02356443,0.0006773539,0.000736756,0.0008257732,0.0007122298,0.001701023,0.001511498,0.001139174,0.0006174486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009160073,"about_ca_system_score_gemma":0.0008505268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008980242,"about_ca_topic_score_gemma":0.01361286,"domain_scores_codex":[0.992784,0.003651001,0.0009565614,0.0009538967,0.001222532,0.000431907],"domain_scores_gemma":[0.9783926,0.008825263,0.00323581,0.003307384,0.005435597,0.0008034144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003553821,0.0003984462,0.9877458,0.00002450297,0.00009830478,0.00004146151,0.00375378,0.00007804864,0.0009652934,0.00006784676,0.0001472168,0.006323894],"study_design_scores_gemma":[0.00002701608,0.000555905,0.9956028,0.00001279673,0.00004532353,0.00006728905,0.002045151,0.0002488151,0.0009269472,0.00004445796,0.0004119431,0.00001140214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974067,0.00007718326,0.0009146665,0.0000270152,0.00001619166,0.0001950752,0.0002884363,0.00002128238,0.00105344],"genre_scores_gemma":[0.9949484,0.00008859512,0.00270525,0.00003308591,0.000009635182,0.0005156936,0.001060578,0.0000120025,0.0006268555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01713807,"threshold_uncertainty_score":0.0906359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509096026151926,"score_gpt":0.3357371785268914,"score_spread":0.3006462182653721,"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."}}