{"id":"W4214951809","doi":"10.1007/s10578-022-01332-9","title":"Population-Based Teacher-Rated Assessment of Anxiety Among Canadian Kindergarten Children","year":2022,"lang":"en","type":"article","venue":"Child Psychiatry & Human Development","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; St. Michael's Hospital; Public Health Ontario; University of British Columbia; Hospital for Sick Children; University of Manitoba; Learning Partnership; Manitoba Health; University of Toronto; University of Waterloo; Carleton University; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Anxiety; Population; Developmental psychology; Clinical psychology; Psychiatry; Demography; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005126155,0.0004074758,0.0004191176,0.0004832709,0.001951256,0.00004239427,0.0005572513,0.0001352455,0.01071803],"category_scores_gemma":[0.000003256529,0.0004397896,0.0002090726,0.0005760886,0.00006787995,0.00006542893,0.00009715233,0.0006759397,0.00004038239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006371055,"about_ca_system_score_gemma":0.001144572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01780836,"about_ca_topic_score_gemma":0.02963893,"domain_scores_codex":[0.9967524,0.0002225076,0.0008956983,0.0007457332,0.0006962774,0.0006874073],"domain_scores_gemma":[0.9987141,0.00001144787,0.0003654394,0.0004545481,0.00007089655,0.0003835783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002016241,0.001009508,0.9670408,0.00002308206,0.0002852362,0.000002303258,0.0008442025,0.0001839941,0.000002920307,0.007555988,0.02150997,0.00152181],"study_design_scores_gemma":[0.001705902,0.00007707752,0.9793068,0.00008613746,0.00003100077,0.00001095435,0.0002632725,0.00001070408,0.000004032121,0.0003449605,0.01761784,0.0005412843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558187,0.0001629756,0.00002821559,0.00178712,0.002352832,0.0007481804,0.00007066011,0.0001136785,0.03891765],"genre_scores_gemma":[0.9924254,0.000002416243,0.0007773597,0.001593202,0.0003407152,0.0001511129,0.002238796,0.00005877222,0.00241224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0366067,"threshold_uncertainty_score":0.9998054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017437910234359,"score_gpt":0.2641112407265285,"score_spread":0.2539368616241849,"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."}}