{"id":"W3169468586","doi":"10.2139/ssrn.3244818","title":"Role of Circulating Tumor Cells as Prognostic Marker in Patients with Gestational Choriocarcinoma","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Choriocarcinoma; Tumor marker; Medicine; Oncology; Internal medicine; Gestation; Obstetrics; Cancer research; Pathology; Pregnancy; Biology; Cancer; Genetics","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":[0.0005839758,0.0002344441,0.0003838359,0.0007613592,0.0002762667,0.0008337676,0.0002710569,0.0004329451,0.001337864],"category_scores_gemma":[0.004707901,0.0001549478,0.0002307739,0.001126825,0.0002595252,0.000573907,0.000275506,0.0006122636,0.0001869402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003122572,"about_ca_system_score_gemma":0.0004434703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001257837,"about_ca_topic_score_gemma":0.001041646,"domain_scores_codex":[0.9996283,0.0001571916,0.00004559441,0.00005349078,0.00005200474,0.00006335737],"domain_scores_gemma":[0.9985499,0.0007850674,0.0003150557,0.00007906563,0.0001097182,0.0001611113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008115783,0.00004050188,0.9914559,0.00003044661,0.00006561145,0.0002254932,0.00009221223,0.00008147477,0.0004283973,0.00008016045,0.00012952,0.006558743],"study_design_scores_gemma":[0.00007122142,0.0007570857,0.9926421,0.00005464476,0.0003001936,0.001700988,0.0005720033,0.0009024916,0.0010806,0.0003924287,0.001511473,0.00001466984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950323,0.003227348,0.0001290068,0.0001571055,0.0000331042,0.000005133544,0.0002378596,0.000006121682,0.001172021],"genre_scores_gemma":[0.9987209,0.0006549793,0.0001011171,0.0000307611,0.0000379887,0.000005631249,0.0002213592,0.000001925262,0.0002252821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001337864,"threshold_uncertainty_score":0.004475594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003346888091620286,"score_gpt":0.2126730564621502,"score_spread":0.2093261683705299,"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."}}