{"id":"W4388942736","doi":"10.3390/cancers15235549","title":"Supportive Care in Pediatric Oncology: Opportunities and Future Directions","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Pediatric cancer; Medicine; Pediatric oncology; Survivorship curve; MEDLINE; Equity (law); Intensive care medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001970341,0.0001170803,0.0002820401,0.0002877135,0.0000708716,0.000008582298,0.00004609788,0.0001072711,0.00009808592],"category_scores_gemma":[0.0000511788,0.0001189445,0.00004934122,0.0005380609,0.00008470868,0.00006766804,0.00003559569,0.0002195883,0.00001698342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144791,"about_ca_system_score_gemma":0.001801585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008984961,"about_ca_topic_score_gemma":0.003730845,"domain_scores_codex":[0.9990509,0.0000603379,0.0002211391,0.0002449235,0.0001743803,0.0002482947],"domain_scores_gemma":[0.9994398,0.0000882238,0.00006810216,0.000159833,0.00006953403,0.000174445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007230469,0.00007400203,0.3259706,0.002377971,0.0002221695,0.001230699,0.2344519,0.00006535769,0.00004033103,0.0010194,0.1586132,0.2752114],"study_design_scores_gemma":[0.001252038,0.0003247565,0.2761211,0.00005205799,0.00009120616,0.00002205127,0.1068116,0.00001652257,0.00002701262,0.00004384219,0.6150702,0.0001676881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564396,0.008298715,7.11468e-7,0.01706568,0.001324354,0.0003501466,0.00007183204,0.0002238142,0.01622513],"genre_scores_gemma":[0.9278675,0.06380997,0.0000862049,0.002860114,0.003201118,0.0001620704,0.0001573288,0.00004465658,0.001810989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.456457,"threshold_uncertainty_score":0.4850417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04983071834345403,"score_gpt":0.3440662391002675,"score_spread":0.2942355207568135,"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."}}