{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005689781,0.0002102003,0.0002863,0.0008048514,0.0004508017,0.0006989241,0.0004423622,0.0003098188,0.001999354],"category_scores_gemma":[0.004620241,0.0001523588,0.0004118453,0.00124643,0.0001892973,0.0006217601,0.0009041792,0.0005944992,0.0002633254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006603622,"about_ca_system_score_gemma":0.0003554784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01624963,"about_ca_topic_score_gemma":0.02290919,"domain_scores_codex":[0.9990996,0.0002344412,0.0001890198,0.00014273,0.0001927906,0.0001413847],"domain_scores_gemma":[0.9928797,0.0006029912,0.005381169,0.0001954068,0.0004002566,0.0005405051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002687529,0.00001603682,0.9979892,0.00002209165,0.00002762278,0.00004753111,0.0002096335,0.00003262538,0.0000392176,0.00000980743,0.00022225,0.00135718],"study_design_scores_gemma":[0.000001758687,0.00004132205,0.998903,0.00002430041,0.00001062436,0.0001836419,0.0003730211,0.0001110782,0.00002884301,0.000009252867,0.0003101271,0.000003022922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963503,0.0005229102,0.0001039892,0.0000998458,0.00001056202,0.00001816979,0.002122889,0.000007490799,0.0007638658],"genre_scores_gemma":[0.9979841,0.0002468105,0.0001021436,0.00004576586,0.00001798998,0.00001851508,0.001380202,0.00000184203,0.0002027613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01624963,"threshold_uncertainty_score":0.03231007,"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."}}