{"id":"W2885040120","doi":"10.1002/ijc.31742","title":"Clinical significance of circulating tumor cells in predicting disease progression and chemotherapy resistance in patients with gestational choriocarcinoma","year":2018,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Circulating tumor cell; Medicine; Epithelial cell adhesion molecule; Chemotherapy; Stage (stratigraphy); Internal medicine; Choriocarcinoma; Oncology; Human chorionic gonadotropin; Cancer; Pathology; Metastasis; Biology; Hormone","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":[0.0004017463,0.0002333491,0.0003662682,0.0005093026,0.0001779575,0.0003937664,0.0001933431,0.0003562472,0.0005593693],"category_scores_gemma":[0.002677541,0.0001177159,0.0001854184,0.0004817402,0.0001981122,0.0003169934,0.0001979579,0.0004379414,0.0001097245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442889,"about_ca_system_score_gemma":0.0002158844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001532987,"about_ca_topic_score_gemma":0.001769786,"domain_scores_codex":[0.9997966,0.00006233785,0.00002749757,0.00004644202,0.00003868129,0.00002845102],"domain_scores_gemma":[0.9989336,0.0004876998,0.0002622369,0.00005529897,0.00008549303,0.0001756585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004013055,0.00001190388,0.9943036,0.000008073686,0.00001852399,0.0002276118,0.00002611333,0.0001917427,0.0007523856,0.00001151499,0.00005415516,0.003993063],"study_design_scores_gemma":[0.00002411518,0.000229493,0.9954922,0.000008995335,0.00005130417,0.001173656,0.00005891641,0.002135488,0.0004487156,0.00005469223,0.000316909,0.000005491003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985746,0.0008279677,0.0001408823,0.00004021011,0.000006152693,0.000006286621,0.00008070307,0.000006211033,0.0003170308],"genre_scores_gemma":[0.9995907,0.0001026534,0.0001231028,0.00001084387,0.000009123096,0.000003841053,0.0001027627,0.000001366949,0.00005560434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001532987,"threshold_uncertainty_score":0.003048122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125972799594755,"score_gpt":0.3391680559787196,"score_spread":0.3265707760192441,"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."}}