{"id":"W4224099423","doi":"10.3389/fonc.2022.857076","title":"Outcomes and Risk Factors of Patients With COVID-19 and Cancer (ONCORONA): Findings from The Philippine CORONA Study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Confounding; Hazard ratio; Retrospective cohort study; Cancer; Internal medicine; Proportional hazards model; Odds ratio; Cohort study; Emergency medicine; Confidence interval","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":[0.0008055535,0.0003256835,0.0003046331,0.000735535,0.0003933071,0.0006321432,0.0003529532,0.0003353322,0.0009208009],"category_scores_gemma":[0.001933663,0.0001853805,0.0005412333,0.00115706,0.0002277441,0.0003222755,0.001004681,0.0004713019,0.00009186337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856829,"about_ca_system_score_gemma":0.0005393259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01417284,"about_ca_topic_score_gemma":0.01360094,"domain_scores_codex":[0.9995669,0.000153507,0.00003376391,0.0000832356,0.00007192128,0.00009074049],"domain_scores_gemma":[0.9980028,0.0002199931,0.0009205455,0.0001287092,0.0001948685,0.0005329947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004769627,0.000008881764,0.9992674,0.000007775546,0.00003292303,0.000042303,0.00005846857,0.00001249647,0.00002983262,0.000005651847,0.00007927646,0.0004072442],"study_design_scores_gemma":[0.000004919738,0.00002889335,0.9995925,0.00000530947,0.00002318807,0.00007269117,0.0001047539,0.00003831699,0.000009368238,0.000007328585,0.0001108719,0.000001901484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981383,0.0004713722,0.00004607483,0.0001317477,0.000005742831,0.00001316832,0.0008240968,0.000002722996,0.0003668487],"genre_scores_gemma":[0.999217,0.0001734524,0.00003249509,0.00004149848,0.00001558996,0.0000135006,0.0004456745,0.000001190232,0.00005959136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01417284,"threshold_uncertainty_score":0.02818072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727987497617902,"score_gpt":0.3700660019119608,"score_spread":0.3327861269357817,"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."}}