{"id":"W7161879423","doi":"10.82308/18211","title":"Risk of Hematopoietic Cancer in Children with Congenital Heart Disease","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Congenital heart defects research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Cancer; Cumulative incidence; Heart disease; Childhood cancer; Incidence (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005373908,0.0001648124,0.0002571866,0.0009019069,0.0002824913,0.000474848,0.0002764685,0.0004073548,0.002606801],"category_scores_gemma":[0.003476106,0.000229,0.0005148484,0.001203285,0.0002917937,0.0002752715,0.0004316529,0.0006609565,0.0001977372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005209953,"about_ca_system_score_gemma":0.0006462501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01779335,"about_ca_topic_score_gemma":0.01504762,"domain_scores_codex":[0.9995547,0.0000994459,0.0000275699,0.0001084721,0.0001123448,0.00009753407],"domain_scores_gemma":[0.9989856,0.0003130542,0.0003374638,0.00007382505,0.0001293728,0.0001606503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005466711,0.000008499008,0.997161,0.00001681475,0.00002900249,0.00009846454,0.00006036198,0.00004188696,0.00008838198,0.00005746564,0.000200045,0.002183358],"study_design_scores_gemma":[0.000006178603,0.00005638285,0.9982304,0.00002900348,0.00003801402,0.0006219,0.0001284609,0.00009854918,0.00006789567,0.00005218935,0.0006677892,0.000003165678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925284,0.003633635,0.000206735,0.0002947685,0.00002838163,0.00001489603,0.001411907,0.00001164235,0.001869623],"genre_scores_gemma":[0.9969646,0.001606198,0.0002157462,0.00005578635,0.00002093242,0.00001843541,0.0006408282,0.000004395613,0.0004731344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01779335,"threshold_uncertainty_score":0.03537959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007066224071051085,"score_gpt":0.2943787963367976,"score_spread":0.2873125722657465,"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."}}