{"id":"W2020150201","doi":"10.1016/s0016-5107(00)70368-3","title":"Small cell lung carcinoma diagnosed on EGD","year":2000,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Medicine; Malignancy; Weight loss; Internal medicine; Cancer; Lung cancer; Oncology; Carcinoma; Chemotherapy; Gastroenterology; Obesity","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002156017,0.0003474739,0.0004887369,0.0001143675,0.0001508371,0.00002866275,0.0001263784,0.00003269052,0.003492786],"category_scores_gemma":[0.0001838635,0.000289091,0.0002316397,0.000196974,0.0001067796,0.00003810741,0.00003655502,0.0003349,0.0007245489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008703577,"about_ca_system_score_gemma":0.00009939117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001102546,"about_ca_topic_score_gemma":0.000009088515,"domain_scores_codex":[0.9980909,0.00009221582,0.0003635375,0.0004995973,0.000345778,0.0006079485],"domain_scores_gemma":[0.9987633,0.0002608153,0.00007832969,0.0004809567,0.00009553757,0.0003210397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005067199,0.001850239,0.8200049,0.0006542175,0.00009957374,0.01150816,0.0005321202,0.00006864613,0.08781858,0.0004641364,0.04876269,0.02316958],"study_design_scores_gemma":[0.01319987,0.009076774,0.9206164,0.001430768,0.0007201504,0.01451499,0.0007974583,0.0008685375,0.02234438,0.00006917609,0.01546009,0.000901423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096498,0.0004778351,0.0002226332,0.0004081383,0.00008485507,0.000412888,0.00002695671,0.0001162302,0.08860063],"genre_scores_gemma":[0.9706318,0.00004739193,0.02266221,0.0009167656,0.0003568451,0.00006082381,0.00003240477,0.00004959459,0.0052422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1006115,"threshold_uncertainty_score":0.9999561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545084761793854,"score_gpt":0.2543474888749788,"score_spread":0.2288966412570402,"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."}}