{"id":"W4406235124","doi":"10.1007/s10578-024-01797-w","title":"Expert Rater Agreement for Symptoms and Diagnosis of Bipolar Disorder in Youth","year":2025,"lang":"en","type":"article","venue":"Child Psychiatry & Human Development","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Grandiosity; Psychology; Hypomania; Medical diagnosis; Bipolar disorder; Mania; Clinical psychology; Psychiatry; Inter-rater reliability; DSM-5; Rating scale; Developmental psychology; Mood; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000124043,0.0002302539,0.0003552495,0.0002668111,0.0001553171,0.00001304587,0.00008183914,0.00008384528,0.00007937974],"category_scores_gemma":[0.000005685617,0.0001919101,0.00008357436,0.0001691637,0.00005564466,0.00003401779,0.00005986218,0.00009993961,0.000003366157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000734787,"about_ca_system_score_gemma":0.0001346874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007824632,"about_ca_topic_score_gemma":0.000785934,"domain_scores_codex":[0.9987399,0.00001958541,0.0004642251,0.0003684934,0.0001455379,0.0002622569],"domain_scores_gemma":[0.9995442,0.00001651035,0.00006805944,0.0002586272,0.00003885242,0.00007376235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007876608,0.001222075,0.9683213,0.0002366099,0.0003194655,3.591124e-7,0.003291951,4.515665e-7,0.00000823582,0.001179289,0.0005801504,0.02476137],"study_design_scores_gemma":[0.006362094,0.0002540206,0.9551824,0.0007337186,0.0001158235,0.000001656126,0.000667636,0.000002004022,0.0008942899,0.0002856067,0.03530569,0.000195079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480953,0.04659875,0.0001077175,0.002119919,0.0002703007,0.001245521,0.00001342721,0.00002567565,0.001523439],"genre_scores_gemma":[0.9958935,0.0006831181,0.001715772,0.0006068583,0.00004443312,0.0004190003,0.0001497976,0.00002167222,0.000465866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04779823,"threshold_uncertainty_score":0.7825867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126863716933522,"score_gpt":0.2722122751159951,"score_spread":0.2609436379466598,"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."}}