{"id":"W4388705397","doi":"10.1080/08870446.2023.2280168","title":"Does being defiant and irritable take a toll on physical health? Examining the covariation between symptoms of physical health and oppositional defiance across adolescence to young adulthood","year":2023,"lang":"en","type":"article","venue":"Psychology and Health","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Physical health; Developmental psychology; Affect (linguistics); Young adult; Early adulthood; Toll; Emotional health; Clinical psychology; Mental health; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004969367,0.0001711269,0.0005423039,0.0000682203,0.0004517789,0.00001690002,0.00005769902,0.00005332383,0.000001111082],"category_scores_gemma":[0.00002660011,0.0001049425,0.00002965558,0.0002278043,0.000130136,0.00005336797,0.000037111,0.0002040177,0.000005708514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004179466,"about_ca_system_score_gemma":0.0001224276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001502674,"about_ca_topic_score_gemma":0.00005498728,"domain_scores_codex":[0.9984255,0.0001431058,0.0003246298,0.0004404554,0.0001865931,0.0004797165],"domain_scores_gemma":[0.9990396,0.0001749215,0.0001945974,0.0002166402,0.00002817268,0.0003460552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004790094,0.0008968642,0.7771961,0.001177941,0.0001560346,0.000005524534,0.04815524,0.000002910358,0.00008762124,0.007342453,0.000680529,0.1638198],"study_design_scores_gemma":[0.002096351,0.003363887,0.9882184,0.00113456,0.00001427012,0.00002526196,0.001188856,0.0001762319,0.000005222134,0.003588449,0.00009657742,0.00009196746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619275,0.0005236588,0.0002606228,0.03620294,0.0001179725,0.0007082136,0.00009283698,0.00003939053,0.0001268597],"genre_scores_gemma":[0.9906077,0.0007370394,0.0003494626,0.008021083,0.0001389273,0.00005036886,0.00005942979,0.00001609158,0.00001985967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2110223,"threshold_uncertainty_score":0.427943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468092669924926,"score_gpt":0.3948103288522888,"score_spread":0.3480010618597962,"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."}}