{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001300355,0.0003158961,0.0003259239,0.0003690846,0.003304942,0.001822343,0.0006853907,0.02130166,0.008151489],"category_scores_gemma":[0.009830487,0.0003467949,0.0004292668,0.0003460195,0.00145455,0.002515689,0.001021455,0.01685643,0.004540337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002124369,"about_ca_system_score_gemma":0.003754071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01151568,"about_ca_topic_score_gemma":0.03190987,"domain_scores_codex":[0.9988676,0.0003341378,0.0001227906,0.0001008876,0.0003423781,0.000232276],"domain_scores_gemma":[0.9968029,0.001344892,0.0002554086,0.00008537741,0.0005876833,0.0009237651],"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":[0.0000312044,0.00005776636,0.00246354,0.0000414212,0.000005519903,0.005149331,0.0003576082,0.00008506692,0.0004749478,0.002989243,0.9721539,0.01619045],"study_design_scores_gemma":[0.00006292998,0.0001079916,0.003754912,0.0003100052,0.00001165394,0.009747363,0.000874916,0.0004875559,0.0003373406,0.006908511,0.9773613,0.00003547391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001632257,0.001464813,0.0002132325,0.9738905,0.006693434,0.0000130295,0.00003561461,0.00002555404,0.01603156],"genre_scores_gemma":[0.01680072,0.001838586,0.0004854598,0.9330227,0.0202917,0.00002802697,0.00003174207,0.00003330197,0.02746788],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02130166,"threshold_uncertainty_score":0.02726948,"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."}}