{"id":"W3205066649","doi":"10.1200/go.21.00253","title":"Barriers to Cancer Care in Northern Tanzania: Patient and Health-System Predictors for Delayed Presentation","year":2021,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Newborn Screening Ontario","funders":"","keywords":"Medicine; Poisson regression; Tanzania; Cancer; Presentation (obstetrics); Relative risk; Health care; Multivariate analysis; Demography; Family medicine; Environmental health; Internal medicine; Surgery; Population; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001245674,0.000118347,0.0003699579,0.00003716202,0.00007950877,0.00001076094,0.00004776889,0.0001265521,0.00001700757],"category_scores_gemma":[0.0001249605,0.0001137911,0.00005012011,0.000282147,0.00002594822,0.00004966795,0.00005079517,0.00008707022,0.000002591011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003203433,"about_ca_system_score_gemma":0.002005372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005314669,"about_ca_topic_score_gemma":0.1586412,"domain_scores_codex":[0.9987127,0.0000751984,0.0003417108,0.0003347305,0.0001997563,0.0003359674],"domain_scores_gemma":[0.9990032,0.00003005355,0.0000958025,0.0001299982,0.0002992777,0.0004417157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001208811,0.00002601659,0.9206405,0.0002006843,0.00006416965,0.0001849797,0.003301747,0.0005024626,0.00007139871,0.0002456075,0.005305773,0.06824789],"study_design_scores_gemma":[0.008590543,0.009770297,0.717804,0.0007447997,0.0002134088,0.0003852924,0.07075494,0.0006573696,0.0004315465,0.00006492728,0.1901824,0.0004004596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831769,0.004286596,0.0002644899,0.00861282,0.0005965602,0.001080633,0.0002409796,0.00003786339,0.001703186],"genre_scores_gemma":[0.9936708,0.00005766653,0.001116934,0.004653536,0.0001371193,0.0002850112,0.00005006441,0.000009291659,0.00001963383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2028364,"threshold_uncertainty_score":0.8567114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0392195414041584,"score_gpt":0.3863669830447933,"score_spread":0.3471474416406349,"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."}}