{"id":"W4411431933","doi":"10.1016/j.jpsychires.2025.06.023","title":"Predictors of p factor scores in children with chronic physical illness","year":2025,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Psychopathology; Psychology; Multilevel model; Analysis of variance; Protective factor; Medicine; Clinical psychology; Psychiatry; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008827578,0.0004267782,0.0002417151,0.0005958347,0.0003797884,0.0006086424,0.0002885344,0.0003386608,0.001946917],"category_scores_gemma":[0.005754932,0.0002419584,0.0006788151,0.000859081,0.0003884744,0.0004305473,0.0008296517,0.001270226,0.0001649951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000584852,"about_ca_system_score_gemma":0.0009901187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01669693,"about_ca_topic_score_gemma":0.01668823,"domain_scores_codex":[0.9995553,0.0001058287,0.00004056323,0.00007862496,0.00009586471,0.0001238279],"domain_scores_gemma":[0.9970578,0.0008723496,0.001294482,0.0001225922,0.0002423128,0.00041043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001943351,0.000008058643,0.9991776,0.000003027839,0.000009311382,0.00001973804,0.00004186078,0.0000766587,0.00002006896,0.000009774832,0.00005443423,0.0005599714],"study_design_scores_gemma":[0.00000246303,0.00003310902,0.999273,0.000005881201,0.000008055409,0.00007590005,0.0001356157,0.0003692757,0.00002600462,0.00002235935,0.00004687407,0.000001535121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992127,0.00005940328,0.0001732095,0.00005194283,0.000003399751,0.000008919543,0.0002926976,0.000007003694,0.0001907102],"genre_scores_gemma":[0.9993511,0.00003562734,0.0001765424,0.000003742064,0.000002631084,0.00001236354,0.0003618857,0.000002776539,0.00005326827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01669693,"threshold_uncertainty_score":0.03319949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03016599006185236,"score_gpt":0.3990479356801778,"score_spread":0.3688819456183254,"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."}}