{"id":"W4409690938","doi":"10.1158/1538-7445.am2025-1127","title":"Abstract 1127: Differences in the clinical and genomic landscape in young onset (YO) gastroesophageal cancer (GEC): an analysis from AACR Project GENIE","year":2025,"lang":"en","type":"article","venue":"Cancer Research","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Cancer; Medicine; Internal medicine; Oncology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009461764,0.0001740871,0.0003515862,0.001418051,0.0002912248,0.0005275528,0.000263642,0.0002794173,0.002432163],"category_scores_gemma":[0.002616811,0.0001382776,0.000473141,0.0025222,0.0001824572,0.0002276794,0.0007989267,0.0002651845,0.0005032087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603184,"about_ca_system_score_gemma":0.0002890376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01190228,"about_ca_topic_score_gemma":0.01393022,"domain_scores_codex":[0.9992738,0.0001976895,0.0001006295,0.0001833471,0.0001390664,0.0001054226],"domain_scores_gemma":[0.9980336,0.0004939658,0.0007628591,0.0002159392,0.0002636104,0.0002299753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001740013,0.000009143749,0.997121,0.00003164083,0.0000612808,0.00007642362,0.00004266485,0.00004124003,0.00024094,0.00001225253,0.0006647932,0.001524617],"study_design_scores_gemma":[0.000007124127,0.00002215314,0.9990458,0.000007570292,0.00002916836,0.0001579993,0.00006948265,0.00004254991,0.00003036625,0.000006989267,0.0005795201,0.000001326146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982426,0.0007823866,0.0001616291,0.00007626932,0.000007303982,0.00002238434,0.01563376,0.00001192477,0.0008781882],"genre_scores_gemma":[0.9754744,0.0004408073,0.0001916112,0.00009232399,0.00001376996,0.00003919225,0.02321153,0.00001991694,0.0005164807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01190228,"threshold_uncertainty_score":0.02366596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1205406916699418,"score_gpt":0.484159562163323,"score_spread":0.3636188704933813,"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."}}