{"id":"W7117983737","doi":"10.1097/01.cot.0000000000000275","title":"Shop Talk","year":2025,"lang":"en","type":"article","venue":"Oncology Times","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","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":[0.001229677,0.001363108,0.0009365438,0.001454596,0.002614706,0.007685389,0.001890432,0.004034497,0.8494359],"category_scores_gemma":[0.008254803,0.0004455553,0.001027816,0.000839874,0.0006016578,0.004676457,0.004703861,0.004215828,0.7819966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249651,"about_ca_system_score_gemma":0.001802678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456912,"about_ca_topic_score_gemma":0.003003022,"domain_scores_codex":[0.9987436,0.0001873451,0.00005707408,0.0002364252,0.0005560528,0.0002196407],"domain_scores_gemma":[0.9948124,0.0005440342,0.0001455538,0.0003640923,0.001890596,0.002243472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002116103,0.00001916561,0.0000500464,0.00003734273,0.000001544939,0.00005046664,0.00002769202,0.00001124781,0.00005549091,0.0008321189,0.9717205,0.0271733],"study_design_scores_gemma":[0.000006231279,0.000009564269,0.0001023846,0.00003609269,0.000001156657,0.0000696659,0.00008382428,0.00001844662,0.00002878079,0.000502091,0.999137,0.00000471819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007301551,0.002187588,0.002409263,0.02775435,0.06279189,0.0003440072,0.00310988,0.004324508,0.8963484],"genre_scores_gemma":[0.002265098,0.0009674138,0.0006502303,0.01128454,0.007164334,0.000122992,0.001577356,0.0009660714,0.975002],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8494359,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02112354957711375,"score_gpt":0.2695006971075092,"score_spread":0.2483771475303954,"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."}}