{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002310672,0.00009032988,0.0002267034,0.0001657668,0.00001660746,0.00000968267,0.00008290142,0.00001842638,0.00003746518],"category_scores_gemma":[0.0002468995,0.00007054154,0.00003994189,0.0001058384,0.0002006031,0.0001247609,0.0000187875,0.0001390663,3.71885e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340044,"about_ca_system_score_gemma":0.0003891563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001184293,"about_ca_topic_score_gemma":0.00005012436,"domain_scores_codex":[0.9983521,0.00004044157,0.0006252577,0.0001506081,0.0007284539,0.000103197],"domain_scores_gemma":[0.998038,0.0001763582,0.0005298728,0.00005363469,0.001104475,0.00009768113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005834475,0.0003119102,0.9899377,0.00005427477,0.0001028725,0.00007016007,0.0002638182,0.00006926781,0.0001227103,0.00006945383,0.0000435281,0.003119799],"study_design_scores_gemma":[0.005505366,0.0002750762,0.9917537,0.001630754,0.00003351944,0.000001866227,0.00005351444,0.0002373351,0.00008727829,0.0002583315,0.0001033383,0.00005990587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982314,0.0003863146,0.00008296642,0.0006796598,0.0002502188,0.0001974471,0.00004311865,0.000002562199,0.0001262735],"genre_scores_gemma":[0.9965017,0.00005907603,0.002924344,0.0001631456,0.0003122989,0.0000108299,0.000004249781,0.00001140852,0.00001292241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003059894,"threshold_uncertainty_score":0.28766,"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."}}