{"id":"W4403508048","doi":"10.1200/go.24.00060","title":"Delays in Presentation, Diagnosis, and Treatment Among Patients With GI Cancer in Southwest Nigeria","year":2024,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Cancer Institute; Thompson Family Foundation; Memorial Sloan-Kettering Cancer Center; World Health Organization","keywords":"Presentation (obstetrics); Medicine; Traditional medicine; Cancer; Internal medicine; Surgery","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":[0.00007443675,0.0001392911,0.0002966036,0.00007766512,0.00002255788,0.00002183885,0.00004084039,0.0001157233,0.00008955174],"category_scores_gemma":[0.00002522222,0.0001032556,0.00002668119,0.0003695963,0.0000887925,0.0001298111,0.00002609746,0.0001004911,0.000009636039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539983,"about_ca_system_score_gemma":0.0003432258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01950752,"about_ca_topic_score_gemma":0.1545638,"domain_scores_codex":[0.9989811,0.00004771188,0.0002327409,0.0003140222,0.0001572197,0.0002672498],"domain_scores_gemma":[0.9996496,0.00005760496,0.0000394681,0.00009479855,0.0000491575,0.000109414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003627588,0.0001689189,0.9648605,0.00002221862,0.00004340726,0.0004384891,0.0006303783,0.0001126026,0.00000292504,0.00008350382,0.0006640067,0.03261028],"study_design_scores_gemma":[0.002230055,0.00138615,0.9902326,0.000275024,0.00005605876,0.0000136633,0.0003748312,0.0001153621,0.00001526752,0.00007248967,0.005130572,0.00009785468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938915,0.002213814,0.00000672577,0.001035294,0.0002161414,0.0005409913,0.0000740525,0.00002860179,0.001992855],"genre_scores_gemma":[0.9985229,0.0005142381,0.0001391378,0.000321085,0.00008272763,0.0003265527,0.00003322621,0.000008462967,0.00005171118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1350563,"threshold_uncertainty_score":0.9870217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03603764451667721,"score_gpt":0.3698377771171052,"score_spread":0.3338001326004281,"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."}}