{"id":"W4294599622","doi":"10.1093/jjco/hyac142","title":"Association between tumor response to systemic therapy and patient-reported disease symptoms","year":2022,"lang":"en","type":"article","venue":"Japanese Journal of Clinical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Lung cancer; Progressive disease; Clinical endpoint; Chemotherapy; Disease; Cancer; Response Evaluation Criteria in Solid Tumors; Gastroenterology; Oncology; Clinical trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001365618,0.0001779726,0.0003903271,0.0002953035,0.00009011774,0.0002547719,0.0001769294,0.0001731356,0.001536594],"category_scores_gemma":[0.003785594,0.00005891606,0.0003395838,0.0003978084,0.0002113853,0.0001967812,0.0002011403,0.0003587063,0.0001215038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200526,"about_ca_system_score_gemma":0.0001824176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002927383,"about_ca_topic_score_gemma":0.0004738735,"domain_scores_codex":[0.9991835,0.0003901268,0.00007993291,0.0001510327,0.0001418205,0.00005351161],"domain_scores_gemma":[0.9942157,0.002931288,0.002177989,0.0001694698,0.0002260192,0.0002795279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005930286,0.00003499689,0.9956691,0.00002833178,0.00009712297,0.00002922213,0.00001245901,0.0001713702,0.0003802592,0.000006743792,0.00004536698,0.002932032],"study_design_scores_gemma":[0.00002012256,0.0003914812,0.9986969,0.000003528198,0.00004870973,0.0002172278,0.00001289041,0.0003223457,0.0001575275,0.00001185291,0.0001150008,0.000002490427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978724,0.0008884087,0.000228578,0.00004468331,0.000005212828,0.0000196288,0.0003181673,0.000007638051,0.0006154135],"genre_scores_gemma":[0.9995102,0.00007696218,0.00007637578,0.00001465512,0.000007704358,0.00001209683,0.0002436392,0.000001408625,0.00005693972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001536594,"threshold_uncertainty_score":0.007222176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06226752679076012,"score_gpt":0.3988793092577603,"score_spread":0.3366117824670001,"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."}}