{"id":"W4251177184","doi":"10.1200/jco.2005.03.0171","title":"In Reply","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine","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":[0.007836613,0.001041606,0.001970176,0.001789618,0.004415954,0.007496834,0.00336869,0.03880308,0.01946153],"category_scores_gemma":[0.06328429,0.001122599,0.001777478,0.001592949,0.003065759,0.004707168,0.004287369,0.04248552,0.01136822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004568596,"about_ca_system_score_gemma":0.00720656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006021295,"about_ca_topic_score_gemma":0.01024138,"domain_scores_codex":[0.9936139,0.001682961,0.0009644934,0.0009315533,0.001818022,0.0009890422],"domain_scores_gemma":[0.9641252,0.01958001,0.002732915,0.001244769,0.007644428,0.004672851],"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":[0.00002793048,0.000009080437,0.0004363827,0.00005006682,0.00001850679,0.000195826,0.00008690877,0.000009084466,0.0000400577,0.0004335237,0.9969912,0.001701427],"study_design_scores_gemma":[0.0001126481,0.00003764288,0.002503742,0.0002546383,0.00007980954,0.0005481613,0.0009761028,0.00007691512,0.0001851973,0.001767882,0.9933881,0.00006914209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002298842,0.001537091,0.00005641307,0.9077089,0.08932354,0.00001842842,0.0001005604,0.00002047309,0.001004795],"genre_scores_gemma":[0.0009224142,0.0005768799,0.00007213701,0.9612965,0.03187987,0.00004635413,0.00003232286,0.00001229828,0.0051612],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03880308,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1574852783497006,"score_gpt":0.5028196473580849,"score_spread":0.3453343690083844,"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."}}