{"id":"W4234448442","doi":"10.1055/s-0034-1375446","title":"CTCtrap – Circulating Tumor Cells TheRapeutic APheresis: a novel biotechnology enabling personalized therapy for all cancer patients","year":2014,"lang":"de","type":"article","venue":"Senologie - Zeitschrift für Mammadiagnostik und -therapie","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Circulating tumor cell; Apheresis; Liquid biopsy; Medicine; Metastasis; Cancer; Tumor cells; Primary tumor; Peripheral blood; Cancer research; Cancer therapy; Pathology; Oncology; Internal medicine; Platelet","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00136054,0.001834162,0.002498153,0.0008740791,0.0007571614,0.0003204288,0.001230358,0.001498711,0.00116879],"category_scores_gemma":[0.0008835067,0.001640882,0.001233218,0.001140263,0.001032118,0.0002938759,0.0002259804,0.001552773,0.0002649611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002454693,"about_ca_system_score_gemma":0.0009654103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001621428,"about_ca_topic_score_gemma":0.0002241761,"domain_scores_codex":[0.99084,0.0004629378,0.001820304,0.002638157,0.001002096,0.003236559],"domain_scores_gemma":[0.9927157,0.002789035,0.001350547,0.00172481,0.0007232986,0.0006966769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004291503,0.0050493,0.006739437,0.001325406,0.02063188,0.0001225395,0.002894983,0.0003745826,0.2028792,0.01068644,0.005875053,0.7391297],"study_design_scores_gemma":[0.02453008,0.003477347,0.001386138,0.0009452579,0.003500533,0.00001174621,0.0005408735,0.001054683,0.06570194,0.0003448343,0.8965994,0.001907199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2482162,0.7075525,0.007160166,0.0131765,0.01057084,0.009375547,0.001855767,0.001155244,0.0009372343],"genre_scores_gemma":[0.8061512,0.1617381,0.005663816,0.01795058,0.004498211,0.001811632,0.0006809256,0.0008249356,0.000680653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8907243,"threshold_uncertainty_score":0.9997975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126876504009687,"score_gpt":0.3234396166418347,"score_spread":0.2821708516017379,"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."}}