{"meta":{"query_hash":"db83824a1785","filters":{"venue":"AI in Precision Oncology"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/db83824a1785","api":"https://metacan.xera.ac/api/v1/cohort?venue=AI+in+Precision+Oncology"},"results":[{"id":"W4407564757","doi":"10.1089/aipo.2024.0042","title":"Integration of AI in Barrett’s Esophagus Clinical Practice: A New Way Forward","year":2025,"lang":"en","type":"article","venue":"AI in Precision Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surgical Specialties (Canada); Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Barrett's esophagus; Esophagus; Clinical Practice; Medicine; Computer science; Internal medicine; Cancer; Adenocarcinoma; Family medicine","score_opus":0.04911113353649407,"score_gpt":0.502524426577063,"score_spread":0.4534132930405689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407564757","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047389623,0.35990062,0.1055372,0.4987707,0.006623189,0.000343416,0.00013899565,0.00074472337,0.023202218],"genre_scores_gemma":[0.14498052,0.39231867,0.35957956,0.083442055,0.013980863,0.0008575648,0.00034046572,0.00030059204,0.0041996217],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97322243,0.017870955,0.002420535,0.0013330106,0.004307341,0.00084567274],"domain_scores_gemma":[0.9253862,0.05022392,0.0033868896,0.0033452897,0.013107423,0.004550316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04150288,0.0012022571,0.0020404204,0.0045712814,0.0015466389,0.012774338,0.0034156651,0.0055724694,0.003904206],"category_scores_gemma":[0.056878403,0.0006724243,0.0018712895,0.0037715556,0.0064842594,0.014482983,0.007187119,0.009382586,0.0012915843],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001563419,0.00030195646,0.0071218624,0.00715067,0.00032030366,0.00041732885,0.0046516503,0.0016113822,0.00071577757,0.09782413,0.04052495,0.8392038],"study_design_scores_gemma":[0.0001421041,0.00081361964,0.007128067,0.025109133,0.00051924493,0.001575562,0.009309004,0.0073577985,0.0010926831,0.2880299,0.65858376,0.00033906492],"about_ca_topic_score_codex":0.005893577,"about_ca_topic_score_gemma":0.009409127,"teacher_disagreement_score":0.04150288,"about_ca_system_score_codex":0.0058546904,"about_ca_system_score_gemma":0.021701586,"threshold_uncertainty_score":0.21949083},"labels":[],"label_agreement":null}]}