{"id":"W2102122602","doi":"10.1016/j.clon.2013.04.005","title":"Factors Influencing Overall Survival Specific to Adult Low-grade Astrocytoma: A Population-based Study","year":2013,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Hospital for Sick Children; Princess Margaret Cancer Centre; Health Sciences Centre; SickKids Foundation; University of Toronto; Sunnybrook Health Science Centre","funders":"Brain Tumour Foundation of Canada; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Confidence interval; Hazard ratio; Univariate analysis; Odds ratio; Astrocytoma; Population; Cohort; Cancer registry; Surgery; Multivariate analysis; Relative survival; Cancer; Internal medicine; Glioma","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003512944,0.0003182646,0.0004822136,0.0007314682,0.0005478541,0.0005970289,0.0002910233,0.0005818584,0.001493787],"category_scores_gemma":[0.001346001,0.0003392454,0.0006348729,0.001407721,0.0003900234,0.0007153429,0.0003858866,0.0005783737,0.0002564339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003492606,"about_ca_system_score_gemma":0.0003537066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005721888,"about_ca_topic_score_gemma":0.006889674,"domain_scores_codex":[0.9996561,0.0000790612,0.00004251257,0.00009998503,0.000043037,0.00007931999],"domain_scores_gemma":[0.9993006,0.0001052741,0.0002752838,0.00005461268,0.00007633916,0.0001878693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001566413,0.00005035982,0.9988922,0.000003706053,0.0000478851,0.00008202467,0.00007052469,0.00002409843,0.0001720301,0.000007510182,0.00004605461,0.0004469239],"study_design_scores_gemma":[0.000007432837,0.0001873198,0.9990668,0.000001451838,0.00003639799,0.0002689678,0.0002636561,0.00006215656,0.00001902953,0.00001350951,0.0000705249,0.000002820689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995667,0.00005917657,0.00003892619,0.00001754132,0.000002404405,0.000004112465,0.0001186883,0.00000155583,0.0001908602],"genre_scores_gemma":[0.9997051,0.00003835362,0.00001754862,0.000013438,0.000005421073,0.000004036522,0.0001475474,0.00000105836,0.00006757082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005721888,"threshold_uncertainty_score":0.01137716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059647191146184,"score_gpt":0.4089171016686344,"score_spread":0.302952382554016,"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."}}