{"id":"W7028423780","doi":"","title":"Failure Time Analysis with Discrete Marker Processes under Intermittent Observation","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biomarker; Regression analysis; Proportional hazards model; Inference; Regression; Value (mathematics); Binary 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":[],"consensus_categories":[],"category_scores_codex":[0.01396668,0.0009091235,0.001749278,0.001387832,0.0005640889,0.002138654,0.00246397,0.001453888,0.004062437],"category_scores_gemma":[0.03134445,0.0006692733,0.002164799,0.001380319,0.001647704,0.001618187,0.002065757,0.002423695,0.0006422327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307929,"about_ca_system_score_gemma":0.001700448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005362038,"about_ca_topic_score_gemma":0.003158306,"domain_scores_codex":[0.9965864,0.00156387,0.0001825096,0.0009474194,0.0004603136,0.0002594204],"domain_scores_gemma":[0.9682999,0.02535898,0.002874989,0.001724601,0.001252609,0.0004887493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003925699,0.00009810663,0.02813519,0.0003214784,0.0003173339,0.0003691055,0.0005260304,0.8025962,0.0009783022,0.1227172,0.002114602,0.04143398],"study_design_scores_gemma":[0.00002302517,0.00007328349,0.002128731,0.0000325591,0.00005016691,0.00004690716,0.00004262116,0.9600799,0.0003020217,0.03605614,0.001142873,0.00002178275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07243738,0.001224241,0.9228727,0.0007639519,0.0001293054,0.0001316667,0.0006964965,0.0003452641,0.001399007],"genre_scores_gemma":[0.8821402,0.001677358,0.1022538,0.0002472497,0.000295795,0.0006078812,0.001822695,0.0001242991,0.01083078],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01396668,"threshold_uncertainty_score":0.07386374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263992519782449,"score_gpt":0.2626318096872594,"score_spread":0.2362325577090145,"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."}}