{"id":"W3010264898","doi":"10.1002/cam4.2948","title":"Surveillance and outcomes after curative resection for gastroesophageal adenocarcinoma","year":2020,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Mount Sinai Hospital; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cohort; Surgery; Salvage therapy; Adenocarcinoma; Retrospective cohort study; Medical record; Adjuvant therapy; Log-rank test; Survival analysis; Internal medicine; Chemotherapy; Cancer","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":[0.0007511586,0.0001518307,0.0002505477,0.0006427921,0.0002695603,0.0005146529,0.0002703271,0.0002698185,0.0006865381],"category_scores_gemma":[0.003588828,0.00009561548,0.0003798297,0.0006368,0.0002742635,0.0004210618,0.0003604295,0.0003460909,0.0001155026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003192888,"about_ca_system_score_gemma":0.0002471242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021666,"about_ca_topic_score_gemma":0.001776245,"domain_scores_codex":[0.9996526,0.00007017614,0.00006260331,0.00006336447,0.00009032468,0.00006094236],"domain_scores_gemma":[0.9966142,0.0004744446,0.002133091,0.0001085756,0.0002202641,0.0004495414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001413386,0.0000164462,0.9972109,0.00001669473,0.00003027327,0.0001907643,0.00003540863,0.00005056626,0.0001182149,0.000008550244,0.00006346375,0.002117372],"study_design_scores_gemma":[0.000006155025,0.0001848997,0.9984046,0.00001419179,0.00003162571,0.0009450539,0.00008088132,0.0001128185,0.00006923314,0.00002332058,0.0001242298,0.000002995451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980982,0.001286819,0.00005625932,0.00004039871,0.000007234778,0.000004849507,0.0001749945,0.000003579334,0.0003275216],"genre_scores_gemma":[0.9994246,0.0002124695,0.00002189493,0.000009204639,0.00001011772,0.000002219137,0.0002897076,0.000001140326,0.00002874277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001021666,"threshold_uncertainty_score":0.00397253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04265211166844381,"score_gpt":0.359813505156984,"score_spread":0.3171613934885402,"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."}}