{"id":"W4391247538","doi":"10.1200/op.23.00730","title":"Once Upon a Time…. Simple, Sensible Management of Venous Access for Chemotherapy Delivery in Germ Cell Tumors","year":2024,"lang":"en","type":"letter","venue":"JCO Oncology Practice","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Germ cell; Germ cell tumors; Simple (philosophy); Chemotherapy; Medicine; Computer science; Internal medicine; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001778346,0.0004424315,0.001342121,0.0004538338,0.0002768221,0.00003207082,0.0005975859,0.001484783,0.0004315905],"category_scores_gemma":[0.0001209918,0.0004286258,0.0003512767,0.0004846853,0.00006603426,0.0002911315,0.0003632338,0.003308755,0.0004523277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459512,"about_ca_system_score_gemma":0.001131915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009321859,"about_ca_topic_score_gemma":0.000171771,"domain_scores_codex":[0.995447,0.001033157,0.001232602,0.0008176298,0.0003695792,0.001099982],"domain_scores_gemma":[0.992599,0.004852249,0.001531651,0.0006484275,0.0002826533,0.00008609397],"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":[0.0009547396,0.0009067919,0.00006222296,0.005369761,0.0005379851,0.002221002,0.002622675,0.00004368056,0.0001084033,0.000053787,0.9737723,0.01334663],"study_design_scores_gemma":[0.001832182,0.000601258,0.00008590506,0.0004996287,0.0009452463,0.00002036959,0.0008588848,0.0003826737,0.00006342307,0.0004198219,0.9939149,0.000375708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04223499,0.001684227,0.000221581,0.8660989,0.002653382,0.008280694,0.0004364945,0.0002191829,0.07817054],"genre_scores_gemma":[0.006881724,0.004981544,0.006690717,0.9520904,0.003715285,0.001256739,0.0008669072,0.0003055901,0.02321109],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08599149,"threshold_uncertainty_score":0.9998165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05678979634719441,"score_gpt":0.4301815941085281,"score_spread":0.3733917977613337,"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."}}