{"id":"W4386950024","doi":"10.1200/op.23.00232","title":"Health Care Contact Days Experienced by Decedents With Advanced GI Cancer","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Cancer Institute; National Institute on Aging; Pancreatic Cancer Action Network","keywords":"Medicine; Cancer; Medical record; Health care; Cohort; Retrospective cohort study; Logistic regression; Internal medicine; Emergency medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007619666,0.0002839618,0.0008110715,0.0001266255,0.0002865719,0.00002714088,0.0002243979,0.0001940812,0.0002168061],"category_scores_gemma":[0.001189954,0.000252418,0.00007614794,0.0006647349,0.0001322972,0.0005258315,0.0001035826,0.0006191989,0.0001779526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334129,"about_ca_system_score_gemma":0.00227798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004049893,"about_ca_topic_score_gemma":0.00367234,"domain_scores_codex":[0.9968938,0.0005185003,0.0005320667,0.0006706853,0.0006931854,0.0006917936],"domain_scores_gemma":[0.9967679,0.001241545,0.0006249664,0.0005647939,0.0003419285,0.0004588573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01593686,0.001940477,0.02997373,0.0009744623,0.001235485,0.001149753,0.1908714,0.00008723007,0.004889509,0.0004496912,0.5251024,0.227389],"study_design_scores_gemma":[0.006935944,0.004391884,0.01719813,0.0002390362,0.0001588647,0.0002249482,0.07522989,0.00001399723,0.0008405745,0.000004726491,0.8944337,0.0003282781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7751563,0.006104582,0.0002026671,0.196094,0.00180769,0.001975658,0.0001166931,0.0007355013,0.01780685],"genre_scores_gemma":[0.9347997,0.002503861,0.003204996,0.0567457,0.0004166413,0.0005988364,0.0002313445,0.00009431843,0.001404549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3693313,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312680797309721,"score_gpt":0.4478178192091951,"score_spread":0.4146910112360979,"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."}}