{"id":"W4405489622","doi":"10.1109/embc53108.2024.10782608","title":"Interactive Explainable Deep Survival Analysis","year":2024,"lang":"en","type":"article","venue":"","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Science Foundation","keywords":"Computer science; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.001505035,0.0005896076,0.0004058507,0.0005070869,0.000272462,0.000742157,0.0009912679,0.0007976039,0.006150875],"category_scores_gemma":[0.006653326,0.0002715965,0.0007350925,0.0003112303,0.0005023767,0.0008145657,0.001802203,0.001098287,0.000544421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007400781,"about_ca_system_score_gemma":0.000848474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004012116,"about_ca_topic_score_gemma":0.006493463,"domain_scores_codex":[0.9995822,0.0001767307,0.00001726857,0.00007564038,0.000103615,0.00004440045],"domain_scores_gemma":[0.9971596,0.002121344,0.0001402565,0.000299987,0.0002178428,0.00006093665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002528926,0.00008553039,0.005449384,0.0001519613,0.0001006742,0.0003363536,0.0003713563,0.7106148,0.005290998,0.0463302,0.01063066,0.2203852],"study_design_scores_gemma":[0.000007866727,0.000009720005,0.0002681391,0.000005955352,0.000006748948,0.00002352613,0.000009711981,0.9764553,0.0006340134,0.02112504,0.001450329,0.000003748289],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01754747,0.0001314825,0.9776537,0.000560934,0.00003712704,0.0000280898,0.000341596,0.002453537,0.001246083],"genre_scores_gemma":[0.6731502,0.0003086284,0.3175521,0.0004130995,0.00009882057,0.0002061168,0.001395308,0.000488715,0.00638693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006150875,"threshold_uncertainty_score":0.02057672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00905347157417549,"score_gpt":0.2722494334629753,"score_spread":0.2631959618887998,"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."}}