{"id":"W7074197332","doi":"","title":"Validity of administrative data in identifying cancer-related events in adolescents and young adults: a population-based study using the IMPACT cohort","year":2018,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Record linkage; Population; Cohort study; Chart; Diagnosis code; Cancer; Linkage (software); Event data","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01676215,0.0004001983,0.0005194165,0.002408825,0.0008262588,0.001857344,0.001045635,0.0006184829,0.0006177786],"category_scores_gemma":[0.03909196,0.0004592153,0.001173083,0.002690477,0.0006981682,0.001058888,0.001480654,0.0009584201,0.0001863684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648912,"about_ca_system_score_gemma":0.002177287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0438415,"about_ca_topic_score_gemma":0.03297363,"domain_scores_codex":[0.99247,0.003181088,0.0007922339,0.0008654317,0.002141004,0.0005503412],"domain_scores_gemma":[0.9748845,0.007674749,0.009576509,0.003435422,0.00343402,0.0009948027],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003976418,0.00002362375,0.999276,0.000004199319,0.00004225917,0.00001136777,0.00009665392,0.00002254639,0.00001445855,0.00001877293,0.00004308399,0.0004073268],"study_design_scores_gemma":[0.00002546151,0.0001285597,0.9978201,0.00002602899,0.00008749143,0.00009332361,0.0003912764,0.0009715089,0.00007077547,0.00003192736,0.0003459885,0.00000748001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981988,0.0001355779,0.0004065973,0.00006548207,0.000009641378,0.0001350898,0.0006843443,0.000004675503,0.0003598937],"genre_scores_gemma":[0.9980902,0.0001251022,0.0005640906,0.00006363661,0.00001482154,0.0001078285,0.000974504,0.000004295211,0.00005542328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9832379,"threshold_uncertainty_score":0.08864778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06198453103789529,"score_gpt":0.3429687044753598,"score_spread":0.2809841734374645,"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."}}