{"id":"W4403604925","doi":"10.58931/cot.2024.1220","title":"Current and Emerging Treatment Options for HER2‑Positive Gastroesophageal Cancer","year":2024,"lang":"en","type":"article","venue":"Canadian oncology today.","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Cancer; Current (fluid); Internal medicine; Intensive care medicine; Oncology; Oceanography; Geology","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":[0.00007033913,0.0001321752,0.0002273797,0.0002696833,0.0001206281,0.0000272579,0.00003397791,0.00005569784,0.0003257568],"category_scores_gemma":[0.00001126688,0.0001154825,0.00008301079,0.000143772,0.00005918899,0.00004793423,0.00001141933,0.00009545554,0.00001553695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001984949,"about_ca_system_score_gemma":0.001173373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01738533,"about_ca_topic_score_gemma":0.1482435,"domain_scores_codex":[0.9991707,0.00001556456,0.0001317967,0.0002661956,0.00005155096,0.0003641582],"domain_scores_gemma":[0.9994098,0.00006523264,0.00001905063,0.00009263548,0.00003712478,0.0003761532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005729803,0.00004796347,0.01903239,0.0001446383,0.0003794803,0.0004000718,0.0008512862,0.00001692332,0.00002632137,0.004858551,0.0628183,0.9113668],"study_design_scores_gemma":[0.001190166,0.0007526753,0.04875545,0.0001207841,0.0004934567,0.0000411778,0.0002129865,0.0008021696,0.00002588099,0.0001217505,0.9473836,0.00009983704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5025735,0.1821081,0.002581248,0.2615223,0.01376406,0.007590855,0.00209668,0.0005174199,0.02724577],"genre_scores_gemma":[0.9810179,0.004138299,0.0008459105,0.00169932,0.001239479,0.0007725443,0.0001804368,0.00004265726,0.01006345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9112669,"threshold_uncertainty_score":0.989158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256144487643433,"score_gpt":0.3538786207820933,"score_spread":0.32826417201775,"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."}}