{"id":"W2470513184","doi":"10.15562/tcp.2","title":"Circulating Tumor Cells (CTCs) in Early Cancer Detection, Prognosis Evaluation and Monitoring Cancer Drug Efficacy","year":2015,"lang":"en","type":"article","venue":"The Cancer Press","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Circulating tumor cell; Medicine; Cancer; Oncology; Drug; Cancer drugs; Internal medicine; Cancer detection; Cancer research; Pharmacology; Metastasis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002040521,0.0004323585,0.0009498472,0.001578135,0.0002657659,0.001479811,0.0004605078,0.001100862,0.002094347],"category_scores_gemma":[0.003018463,0.0003086469,0.0002626727,0.001434681,0.0005467695,0.0006633236,0.0005086525,0.001112534,0.0007694935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006464833,"about_ca_system_score_gemma":0.0006046627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608384,"about_ca_topic_score_gemma":0.002207579,"domain_scores_codex":[0.9989605,0.0004255857,0.00005541523,0.000177031,0.0003209631,0.0000605989],"domain_scores_gemma":[0.9986847,0.0005810982,0.0002250538,0.0000679048,0.0003094053,0.0001318451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00294768,0.0006455873,0.07607915,0.002901791,0.0002253397,0.001444909,0.0003637446,0.003110851,0.1193107,0.009478372,0.01983816,0.7636538],"study_design_scores_gemma":[0.0008882838,0.009636266,0.1475959,0.002213949,0.001805985,0.02321288,0.000976366,0.08422211,0.3340907,0.02396734,0.3710195,0.0003706723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2282151,0.6482205,0.09430287,0.00459968,0.002679449,0.0005742994,0.002006565,0.0008669181,0.01853462],"genre_scores_gemma":[0.8489521,0.09397613,0.04385745,0.001525661,0.001217238,0.0002919808,0.0007795768,0.00009031445,0.009309631],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002094347,"threshold_uncertainty_score":0.01079142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08824059587188521,"score_gpt":0.3611489096013292,"score_spread":0.272908313729444,"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."}}