{"id":"W4362592233","doi":"10.1158/1538-7445.am2023-4513","title":"Abstract 4513: St. Jude Survivorship Portal: A data portal for storing, analyzing, and sharing large and complex cancer survivorship datasets","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Survivorship curve; Medicine; Cohort; Cancer; Oncology; 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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.007970124,0.001306858,0.001486102,0.003414156,0.0009688561,0.005121535,0.003592104,0.001817793,0.1269798],"category_scores_gemma":[0.02976702,0.001456161,0.000909682,0.00715987,0.0007702693,0.005610217,0.006912596,0.002605782,0.0832675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281113,"about_ca_system_score_gemma":0.003897959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009546274,"about_ca_topic_score_gemma":0.01184008,"domain_scores_codex":[0.9967644,0.0008604227,0.0005908306,0.0006349087,0.0009052229,0.0002442973],"domain_scores_gemma":[0.9768931,0.007692323,0.00128776,0.007262643,0.002854285,0.00400991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005693063,0.00005741011,0.003650606,0.0004927428,0.00008339812,0.0001860531,0.0003354281,0.0005118276,0.001051052,0.003701963,0.9613029,0.02805737],"study_design_scores_gemma":[0.00082973,0.00008385484,0.008464351,0.0004695617,0.00005191037,0.0002432657,0.0003209109,0.004092796,0.002392826,0.01159388,0.9713002,0.0001567078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.002683491,0.0006649668,0.02547236,0.002828023,0.000412534,0.0007269428,0.8400623,0.1071109,0.02003843],"genre_scores_gemma":[0.02446608,0.001117366,0.0512595,0.002128169,0.000265749,0.001514589,0.8772336,0.02979361,0.01222116],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.9964079,"threshold_uncertainty_score":0.4247899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3791369971395935,"score_gpt":0.513054823435037,"score_spread":0.1339178262954436,"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."}}