{"id":"W4283395489","doi":"10.14740/gr1514","title":"Upper Gastrointestinal Cancer: Delays in Diagnosis and Treatment Caused by Barriers to Healthcare in the Latino Community","year":2022,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School of Medicine, Indiana University","keywords":"Medicine; Health care; Cancer; Cancer treatment; Gastrointestinal cancer; Intensive care medicine; Internal medicine; Colorectal cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001654415,0.000136492,0.000292555,0.0004463011,0.0004152333,0.00001913764,0.0002639247,0.00002141227,0.0002991224],"category_scores_gemma":[0.0001430204,0.000107448,0.00004076787,0.0005050368,0.0001416241,0.0000298487,0.0003666687,0.001105044,0.000002537361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007761301,"about_ca_system_score_gemma":0.0001246456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01945341,"about_ca_topic_score_gemma":0.02986734,"domain_scores_codex":[0.996503,0.001814814,0.00024437,0.0002676896,0.0004095661,0.0007605546],"domain_scores_gemma":[0.9990306,0.0003123322,0.00003107165,0.000340965,0.00004380901,0.0002412394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000906795,0.0002227079,0.9842305,0.00002546141,0.00001932676,0.0001308748,0.002919491,0.00004067796,0.00003562991,0.00001158777,0.009412728,0.002044215],"study_design_scores_gemma":[0.002835801,0.00493933,0.9782265,0.00003525859,0.00001261224,0.0000761579,0.01101301,0.00006949167,0.000004915787,0.00001671534,0.002730437,0.00003979372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319959,0.0001728591,0.000003660863,0.06659599,0.00003432014,0.001048577,0.00006718986,0.00001112082,0.00007034733],"genre_scores_gemma":[0.9927155,0.0001807766,0.00005770893,0.004536656,0.00002731179,0.00227472,0.00003834693,0.00001363035,0.000155328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06205933,"threshold_uncertainty_score":0.987835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08789267567085579,"score_gpt":0.3888125871580876,"score_spread":0.3009199114872319,"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."}}