{"id":"W3009376198","doi":"10.1016/j.ygyno.2020.02.005","title":"Single or two drug combination therapy as initial treatment for low risk, gestational trophoblastic neoplasia. A Canadian analysis","year":2020,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Vancouver General Hospital; Health Sciences Centre; Centre Hospitalier de l’Université de Montréal; BC Cancer Agency","funders":"","keywords":"Medicine; Gestational trophoblastic neoplasia; Obstetrics; Drug; Gynecology; Oncology; Placental site trophoblastic tumor; Pregnancy; Chemotherapy; Internal medicine; Pharmacology; Placenta; Fetus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001792373,0.0005641539,0.001417195,0.001049035,0.000749385,0.0008773952,0.0007680949,0.0004855655,0.004637534],"category_scores_gemma":[0.004852294,0.000333535,0.002875719,0.003306856,0.0004829119,0.0003530178,0.0003408837,0.001316554,0.0002117832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01469208,"about_ca_system_score_gemma":0.02797283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8823872,"about_ca_topic_score_gemma":0.9541984,"domain_scores_codex":[0.998331,0.0005356706,0.0001231148,0.0002071169,0.0005619969,0.0002412246],"domain_scores_gemma":[0.9974975,0.0006920812,0.0004930466,0.0001079251,0.0007449583,0.0004645115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1243927,0.0009224341,0.4400583,0.01688426,0.03456752,0.0008536089,0.0009139956,0.002946423,0.003149854,0.003033786,0.04512687,0.3271502],"study_design_scores_gemma":[0.0287942,0.01061037,0.8369942,0.004415977,0.05692515,0.001529544,0.001249407,0.001707648,0.0009626951,0.0006602444,0.05598821,0.0001622453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6449578,0.3041849,0.001091102,0.003467199,0.0004016791,0.001107677,0.02269308,0.00005615895,0.02204039],"genre_scores_gemma":[0.9004653,0.08692306,0.001592173,0.001502521,0.0001154653,0.0002268915,0.005483794,0.00003759799,0.003653082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1176128,"threshold_uncertainty_score":0.2366108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05287958336612329,"score_gpt":0.3494229084607621,"score_spread":0.2965433250946388,"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."}}