{"id":"W4409276697","doi":"10.1002/pbc.31702","title":"Childhood Cancer Early Diagnosis and Appropriate Referral: An Educational Initiative of the International Society of Paediatric Oncology (SIOP), in Collaboration With International Pediatric Association","year":2025,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Referral; Family medicine; Attendance; Pediatric oncology; Childhood cancer; Pediatrics; Cancer; Disease; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007461509,0.000275835,0.0002652462,0.0006329097,0.001286551,0.001059781,0.0005551578,0.000652796,0.00490853],"category_scores_gemma":[0.00745731,0.0002164202,0.0003500181,0.0007844054,0.0005504686,0.0007959138,0.003987088,0.002945584,0.000586663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002537247,"about_ca_system_score_gemma":0.02127271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006909824,"about_ca_topic_score_gemma":0.02407217,"domain_scores_codex":[0.9985082,0.0006796332,0.00007855502,0.00009126422,0.0002934375,0.0003490084],"domain_scores_gemma":[0.9899868,0.00110677,0.0008659821,0.0002262194,0.000804428,0.007009738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002288973,0.003393355,0.2101011,0.0008977983,0.00005551926,0.0007545691,0.01209497,0.0002611215,0.001305754,0.001564885,0.2163328,0.5530092],"study_design_scores_gemma":[0.000554181,0.002154773,0.5674481,0.001685907,0.0001098692,0.001549755,0.01492223,0.000497772,0.002350545,0.001302138,0.4073454,0.00007926747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7707016,0.008621686,0.004526147,0.1419252,0.00296281,0.004728565,0.003261045,0.000711905,0.06256102],"genre_scores_gemma":[0.8948173,0.01577221,0.0401857,0.02080572,0.001421864,0.004531535,0.004753902,0.0001669592,0.01754494],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007461509,"threshold_uncertainty_score":0.03946066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958633177880433,"score_gpt":0.3313569471421536,"score_spread":0.3117706153633493,"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."}}