{"id":"W4410791528","doi":"10.1136/jitc-2024-011184","title":"Clinical factors influencing retreatment with anti-PD-(L)1 therapies after treatment in early-stage cancers: a modified Delphi consensus study","year":2025,"lang":"en","type":"article","venue":"Journal for ImmunoTherapy of Cancer","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Merck Canada Inc. (Canada)","funders":"","keywords":"Medicine; Adjuvant; Stage (stratigraphy); Delphi method; Adjuvant therapy; Adverse effect; Oncology; Perioperative; Internal medicine; Neoadjuvant therapy; Cancer; Surgery; Breast 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":[0.1200138,0.0007226698,0.0009113029,0.002120281,0.002208846,0.002040799,0.001262166,0.001790827,0.001846593],"category_scores_gemma":[0.1578507,0.0007726604,0.002191746,0.001753331,0.002797295,0.002845946,0.005056461,0.001938051,0.0003419595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004840381,"about_ca_system_score_gemma":0.01006872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003617018,"about_ca_topic_score_gemma":0.0048026,"domain_scores_codex":[0.8628963,0.1149498,0.009169067,0.002929724,0.005348766,0.004706282],"domain_scores_gemma":[0.8083025,0.1483346,0.01129556,0.003542793,0.02481778,0.003706843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002898708,0.00143981,0.3300567,0.007389583,0.001297048,0.001248328,0.5081335,0.002981183,0.003043402,0.003840887,0.007831032,0.1298398],"study_design_scores_gemma":[0.0008610641,0.00499315,0.2938288,0.005068666,0.000694501,0.001359295,0.6464631,0.01226867,0.003085463,0.006488088,0.02429082,0.0005983214],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850749,0.000589864,0.004532214,0.002192559,0.00008283761,0.003920618,0.0002213896,0.00001151072,0.00337419],"genre_scores_gemma":[0.9880756,0.0004510731,0.004974097,0.0009021045,0.00002449397,0.005213753,0.0001346768,0.000008198524,0.0002158983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200138,"threshold_uncertainty_score":0.634701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04205604431233636,"score_gpt":0.3922910191002602,"score_spread":0.3502349747879239,"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."}}