{"id":"W4394368924","doi":"10.6084/m9.figshare.24059211","title":"Temporal changes in childhood cancer incidence and survival by stage at diagnosis in Australia, 2000–2017","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Childhood cancer; Stage (stratigraphy); Incidence (geometry); Cancer incidence; Cancer; Demography; Oncology; Medicine; Internal medicine; Biology; Mathematics; Sociology; Paleontology","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":[0.001075003,0.0001855315,0.0003406866,0.001398739,0.0003689825,0.0006757079,0.0005172424,0.0003085727,0.001061224],"category_scores_gemma":[0.00539093,0.0003973167,0.0005379297,0.002338705,0.0004306893,0.0007513622,0.00125946,0.0008173184,0.0002000003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003082436,"about_ca_system_score_gemma":0.002291191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3380047,"about_ca_topic_score_gemma":0.3638002,"domain_scores_codex":[0.9989443,0.0001811888,0.0001436481,0.0002675619,0.0002678711,0.0001954568],"domain_scores_gemma":[0.9966772,0.0003080848,0.001583911,0.0001750917,0.0009202951,0.0003353893],"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":[0.0001449889,0.00002106198,0.9892027,0.0001198728,0.0001127369,0.0001041829,0.001222442,0.0002907938,0.0002910851,0.000289762,0.001637529,0.00656278],"study_design_scores_gemma":[0.000001943772,0.00001497729,0.99844,0.00002459333,0.0000132757,0.00008040106,0.0002161881,0.0002026134,0.00003378076,0.00002567572,0.0009424013,0.000004193154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9894934,0.001240288,0.0002515872,0.0005536462,0.00002169323,0.00003010574,0.006665434,0.00002442082,0.001719431],"genre_scores_gemma":[0.9939659,0.0009756093,0.0002904313,0.0001183592,0.00001945908,0.00005383563,0.003748019,0.000008271314,0.0008200104],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3380047,"threshold_uncertainty_score":0.6720747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09521632225357593,"score_gpt":0.3734484185953053,"score_spread":0.2782320963417294,"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."}}