{"id":"W4405802318","doi":"10.1001/jamanetworkopen.2024.52063","title":"Sociodemographic Factors and Utilization of Pediatric Oncology Satellite Clinics in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; McMaster University; McMaster Children's Hospital; Princess Margaret Cancer Centre; Institute for Clinical Evaluative Sciences; Hamilton Health Sciences; University Health Network; Pediatric Oncology Group; University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Attendance; Odds; Population; Cancer registry; Demography; Family medicine; Logistic regression; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000361396,0.0001668771,0.0002139591,0.0005692556,0.001384666,0.0005981757,0.0006913175,0.0002030727,0.002736553],"category_scores_gemma":[0.001679746,0.0002043227,0.0003765636,0.001954253,0.0004665267,0.0002719756,0.0005001535,0.0003741054,0.0001503962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01588038,"about_ca_system_score_gemma":0.02244062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867422,"about_ca_topic_score_gemma":0.993765,"domain_scores_codex":[0.9994955,0.00003135444,0.00004012398,0.0000880532,0.0001681818,0.0001767268],"domain_scores_gemma":[0.9983694,0.00008774488,0.0006253199,0.00004612097,0.0004144436,0.0004570013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001530343,0.000008058238,0.9975383,0.00001743803,0.00001266784,0.00004189218,0.0002339245,0.00004707473,0.00003716832,0.00003266146,0.0008769429,0.001138588],"study_design_scores_gemma":[0.000003040621,0.000007576731,0.9988691,0.00002229496,0.000006630448,0.00003707412,0.0004749197,0.00007559197,0.00001243067,0.000006976298,0.0004819829,0.000002307201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888175,0.0007007072,0.00007971303,0.0005419636,0.000009860276,0.00004268941,0.007349489,0.00001180267,0.002446407],"genre_scores_gemma":[0.9964679,0.0005402671,0.00009897415,0.0000918865,0.000005284758,0.00002641213,0.002204945,0.000004010028,0.0005603622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01588038,"threshold_uncertainty_score":0.1152207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06912423900803462,"score_gpt":0.3541291188857201,"score_spread":0.2850048798776855,"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."}}