{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008208506,0.0001962058,0.0003081778,0.0000744717,0.0001030023,0.00006052258,0.0001241684,0.00004635288,0.00005788333],"category_scores_gemma":[0.00005977113,0.0001486794,0.00005556883,0.0002907103,0.00007275796,0.0001478999,0.00007100217,0.0002729657,0.000001867718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006749782,"about_ca_system_score_gemma":0.0003810141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05133475,"about_ca_topic_score_gemma":0.002701051,"domain_scores_codex":[0.9982668,0.0001381652,0.0003051791,0.000402674,0.0005457305,0.0003414436],"domain_scores_gemma":[0.9989735,0.0000672481,0.0001660137,0.0002837749,0.000329919,0.0001795313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008107615,0.0001891847,0.2644298,0.0005140329,0.0003949015,0.00002425953,0.02218078,0.01794812,0.06367953,0.000005476196,0.00102151,0.6288016],"study_design_scores_gemma":[0.008742573,0.0001274785,0.3171999,0.001730153,0.001710233,0.00002129564,0.001182036,0.008851454,0.649071,0.00007360472,0.01067513,0.0006150759],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959439,0.03701685,0.00001678224,0.0006485066,0.001274481,0.00127179,0.00002547048,0.00004519224,0.0002619381],"genre_scores_gemma":[0.9950838,0.001860018,0.00006021108,0.0001104659,0.001026682,0.001615679,0.000001474236,0.00004092289,0.0002007252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6281865,"threshold_uncertainty_score":0.9549825,"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."}}