{"id":"W2737316224","doi":"10.26443/mjm.v3i1.472","title":"The Carcinoembryonic Antigen (CEA): Past, Present, and Future","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"McGill University","keywords":"Carcinoembryonic antigen; Medicine; Immunology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002437549,0.00009886926,0.0002629167,0.00001773975,0.0001757614,0.000005363212,0.0001289628,0.00004729085,0.00009055346],"category_scores_gemma":[0.00006187645,0.00005107716,0.00005928027,0.000159205,0.0001950148,0.00003627708,0.00002558714,0.0004097959,0.000003659938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000165647,"about_ca_system_score_gemma":0.0000250122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001086878,"about_ca_topic_score_gemma":4.227477e-8,"domain_scores_codex":[0.9990632,0.00002727264,0.0003465206,0.000103823,0.0003089845,0.0001502285],"domain_scores_gemma":[0.9990152,0.0001183651,0.0001532856,0.0001256091,0.0001353726,0.0004521529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001396949,0.0001458551,0.007068056,0.0003857794,0.0005527244,0.0006210634,0.0005639044,0.000008984808,0.2520095,0.001384244,0.606487,0.1293759],"study_design_scores_gemma":[0.002127617,0.0003435412,0.009378393,0.00005676113,0.0001742545,0.0009551356,0.0003764208,0.0001362654,0.005749298,0.00008297992,0.9805701,0.00004916622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1089603,0.01128824,0.00006224783,0.8734522,0.0001631215,0.0001717844,0.000005930446,0.00001520666,0.005880987],"genre_scores_gemma":[0.9697799,0.00630664,0.0001243705,0.009838534,0.01367589,0.000002361076,0.000002407472,0.00001493,0.0002549551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8636136,"threshold_uncertainty_score":0.2082866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04740881706526925,"score_gpt":0.3269730333039265,"score_spread":0.2795642162386572,"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."}}