{"id":"W4391168998","doi":"10.1002/pbc.30889","title":"Incidence and survival for childhood cancer by endorsed non‐stage prognostic indicators in Australia","year":2024,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Cancer Australia","keywords":"Medicine; Cancer registry; Relative survival; Incidence (geometry); Population; Cancer; Cohort; Disease; Medical record; Rhabdomyosarcoma; Wilms' tumor; Pediatrics; Pediatric cancer; Oncology; Internal medicine; Pathology; Sarcoma; Environmental health","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":[0.00197859,0.0001510428,0.0002415281,0.001935893,0.0002726031,0.0004942427,0.0003430514,0.0001591638,0.0005105995],"category_scores_gemma":[0.007358675,0.0001381041,0.0003330453,0.002678259,0.0002782015,0.0003785394,0.001142189,0.0003892414,0.00006089272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002026355,"about_ca_system_score_gemma":0.002223259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1371154,"about_ca_topic_score_gemma":0.1726709,"domain_scores_codex":[0.9984851,0.0004168541,0.0002351993,0.0001924065,0.0004916182,0.0001787879],"domain_scores_gemma":[0.9931344,0.0009216794,0.00344727,0.0002739718,0.001664774,0.0005578618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002520878,0.000005001214,0.9930583,0.00005280312,0.00002603723,0.00003538171,0.0002939291,0.0001473968,0.00008376491,0.00008393644,0.0004719935,0.005716211],"study_design_scores_gemma":[9.652739e-7,0.00001049966,0.999209,0.00001616819,0.000006175194,0.0000481741,0.00006558973,0.0001417169,0.00002156193,0.00001503422,0.0004635747,0.000001530929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925604,0.001607452,0.0003903988,0.000437189,0.00001352022,0.00005158964,0.002992607,0.00001414542,0.001932758],"genre_scores_gemma":[0.996531,0.0008330587,0.0003914889,0.00004369535,0.000006350699,0.00004245062,0.001918315,0.000003077823,0.0002306742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371154,"threshold_uncertainty_score":0.2726346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442598033361069,"score_gpt":0.3262755646644666,"score_spread":0.3118495843308559,"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."}}