{"id":"W4224998937","doi":"10.1002/jso.26880","title":"Current and future strategies for radiation therapy in gastric cancer","year":2022,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Radiation therapy; Multidisciplinary approach; Cancer; Medical physics; Intensive care medicine; Clinical trial; Internal medicine","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":[0.002255248,0.001052745,0.002039529,0.002618765,0.0003245748,0.001472783,0.001358345,0.001866348,0.005458964],"category_scores_gemma":[0.002967723,0.0004033779,0.001582033,0.00220526,0.0008609622,0.00249309,0.001003562,0.002850685,0.001457733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001299213,"about_ca_system_score_gemma":0.002173784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869235,"about_ca_topic_score_gemma":0.003530296,"domain_scores_codex":[0.9991912,0.0002516301,0.0001690027,0.0001031974,0.0002401854,0.00004484985],"domain_scores_gemma":[0.9983487,0.001133094,0.0002061002,0.00004320362,0.0002247201,0.00004420168],"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":[0.00007909718,0.00004705596,0.0001784646,0.05766039,0.0003460455,0.000102477,0.00009588757,0.0005120126,0.000398397,0.005939841,0.02572068,0.9089197],"study_design_scores_gemma":[0.00004763029,0.0001224012,0.001093025,0.04678532,0.0006177297,0.0009719309,0.0001524827,0.0001346027,0.0001991369,0.006264707,0.9435793,0.00003167359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001903206,0.9992453,0.00004404634,0.0003400837,0.0001049639,0.000003050298,0.000005634205,0.000002569326,0.0002352986],"genre_scores_gemma":[0.0002682857,0.9990692,0.0001319259,0.0002812243,0.0001217803,0.000006371667,0.00001141277,8.869165e-7,0.0001090561],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005458964,"threshold_uncertainty_score":0.01826203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08423266609977438,"score_gpt":0.4233428623758509,"score_spread":0.3391101962760765,"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."}}