{"id":"W4400900174","doi":"10.1016/j.jpsychores.2024.111863","title":"P factor in children with chronic physical illness","year":2024,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Comorbidity; Medical diagnosis; Psychology; Psychiatry; Checklist; Clinical psychology; Mental illness; Confirmatory factor analysis; Medicine; Mental health; Structural equation modeling","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":[0.0005418457,0.00009517748,0.0002727425,0.0005094141,0.00003632512,0.00005942376,0.0001419338,0.00004100012,0.0003013021],"category_scores_gemma":[0.00005862574,0.00005683365,0.0001014971,0.0007405971,0.00009678582,0.0001588371,0.00001873043,0.000776004,0.00005785376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001668221,"about_ca_system_score_gemma":0.0003631263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003131575,"about_ca_topic_score_gemma":0.0000253407,"domain_scores_codex":[0.9982241,0.00009197308,0.000295803,0.0001390701,0.0009505557,0.0002984364],"domain_scores_gemma":[0.9994074,0.0001238619,0.00004519393,0.0001709295,0.0001143005,0.000138332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00103219,0.002502318,0.7352198,0.002170946,0.001517329,0.0006646151,0.008226682,0.00005106244,0.01501792,0.002391504,0.01242467,0.218781],"study_design_scores_gemma":[0.004554742,0.003551248,0.9774601,0.003958047,0.0000589254,0.0005607641,0.0007233716,0.001050988,0.0009918751,0.003449474,0.003455903,0.0001845777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993635,0.001626176,0.00008319716,0.002687374,0.0001021131,0.0003809123,0.000001691885,0.000009795862,0.001473714],"genre_scores_gemma":[0.9987225,0.0002669923,0.00008501315,0.00004087669,0.000442769,0.000008426621,0.000001175343,0.00001968381,0.0004125938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2422403,"threshold_uncertainty_score":0.3371394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04054298493000142,"score_gpt":0.405570365893868,"score_spread":0.3650273809638666,"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."}}