{"id":"W4303628769","doi":"10.3390/curroncol29100586","title":"Neoadjuvant Chemo-Radiation Using IGRT in Patients with Locally Advanced Gastric Cancer","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Image-guided radiation therapy; Radiation therapy; Cancer; Oncology; Radiology; Medical physics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002634495,0.0001284877,0.0003560202,0.0001486745,0.0001448379,0.0002721824,0.0001032463,0.000174692,0.0002838877],"category_scores_gemma":[0.0006468558,0.0000857181,0.0002724844,0.0002049275,0.0001665999,0.0001917417,0.0001560255,0.0002080104,0.00008534748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003091723,"about_ca_system_score_gemma":0.0002814694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005998465,"about_ca_topic_score_gemma":0.001797963,"domain_scores_codex":[0.9998195,0.00007609394,0.00002267973,0.00002658516,0.00002862275,0.00002667188],"domain_scores_gemma":[0.9998102,0.00004650262,0.00008216529,0.00001243775,0.0000125538,0.00003625934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003836439,0.0002623248,0.9507321,0.000111186,0.00009332541,0.0008962341,0.0001541472,0.0004475859,0.006645882,0.0000345502,0.000194667,0.03659159],"study_design_scores_gemma":[0.0001831207,0.008135421,0.9831623,0.0000492851,0.0002065287,0.002881543,0.0002470877,0.0006593167,0.001926246,0.00007003156,0.002467188,0.00001195337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974981,0.001905479,0.00009379531,0.00004939673,0.00001030266,0.00001149006,0.0000295153,0.000002943034,0.0003989179],"genre_scores_gemma":[0.9991063,0.0004803344,0.0001462004,0.00005472301,0.00001711967,0.00001200572,0.00008214545,9.929178e-7,0.000100093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005998465,"threshold_uncertainty_score":0.002243161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04908913950141432,"score_gpt":0.3641939338487417,"score_spread":0.3151047943473274,"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."}}