{"id":"W4225289899","doi":"10.3389/frhs.2022.852322","title":"Pediatric Chronic Pain, Resilience and Psychiatric Comorbidity in Canada: A Retrospective, Comparative Analysis","year":2022,"lang":"en","type":"article","venue":"Frontiers in Health Services","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"Max Rady College of Medicine, University of Manitoba","keywords":"Chronic pain; Medicine; Psychiatry; Psychosocial; Anxiety; Population; Comorbidity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004390127,0.0002697023,0.0003745017,0.001918799,0.001987192,0.000874884,0.0005819799,0.0002785143,0.001331201],"category_scores_gemma":[0.001842386,0.0003814706,0.0003863749,0.005551538,0.0005805109,0.0003491153,0.0008396747,0.0004471006,0.0001996971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008395513,"about_ca_system_score_gemma":0.01029726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8970573,"about_ca_topic_score_gemma":0.9299262,"domain_scores_codex":[0.999218,0.00006593828,0.00007625775,0.00009238372,0.0002944416,0.0002529503],"domain_scores_gemma":[0.9983211,0.0001185402,0.0006587272,0.00005453122,0.0005468493,0.0003002643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001490787,0.00001420936,0.998548,0.00001300349,0.000007658698,0.000128752,0.0002454164,0.00001368399,0.00003460895,0.00001072961,0.00008865122,0.0008803884],"study_design_scores_gemma":[0.000002490875,0.0000302863,0.9982273,0.00001653254,0.000008533612,0.0002827302,0.001165927,0.00005052192,0.00001711721,0.000004487028,0.0001914127,0.000002607419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997528,0.0003425786,0.00003037501,0.00004554992,0.000002947954,0.00003616595,0.001271446,0.00000269304,0.0007401815],"genre_scores_gemma":[0.9981846,0.0007047147,0.00007632412,0.00004289397,0.000004653018,0.00002198269,0.000802483,0.000001761375,0.0001605942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029427,"threshold_uncertainty_score":0.2070979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009510436125865851,"score_gpt":0.2740331917409725,"score_spread":0.2645227556151066,"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."}}