{"id":"W2331000207","doi":"10.1158/0008-5472.sabcs10-p3-02-08","title":"Abstract P3-02-08: Detection of Circulating Tumor Cells Prior to Autologous Stem Cell Transplantation Is Predictive of Shorter Progression Free Survival in Metastatic Breast Cancer","year":2010,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apheresis; Medicine; Oncology; Stem cell; CD34; Circulating tumor cell; Cancer stem cell; Autologous stem-cell transplantation; Progenitor cell; Internal medicine; Transplantation; Haematopoiesis; Bone marrow; Cancer; Hematopoietic stem cell transplantation; Cancer research; Immunology; Metastasis; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002762132,0.0002068504,0.0002150195,0.0002725456,0.0002244714,0.0003947255,0.0002214206,0.0004252594,0.004930159],"category_scores_gemma":[0.00106116,0.00008359371,0.0001880122,0.0003314404,0.0002066949,0.0001771089,0.0001490623,0.0007457525,0.0006423058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000211392,"about_ca_system_score_gemma":0.0002084184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006635718,"about_ca_topic_score_gemma":0.000794774,"domain_scores_codex":[0.9998671,0.00002826064,0.00001395102,0.00003098761,0.00003150069,0.00002822355],"domain_scores_gemma":[0.9988773,0.0002875467,0.0003976187,0.00004598181,0.0001122834,0.0002792205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001996731,0.0001770755,0.9783678,0.00003825537,0.00003129037,0.0003022282,0.00003465105,0.0001556248,0.01020903,0.00003294205,0.0007455571,0.007908742],"study_design_scores_gemma":[0.00004925104,0.001062857,0.9916362,0.000008763997,0.00005214945,0.002022202,0.00006511046,0.0008086973,0.003287532,0.00009070434,0.0009113246,0.000005354586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984144,0.0001735422,0.0001757688,0.00006387419,0.0000105584,0.00001248995,0.0004383063,0.00001670501,0.0006943887],"genre_scores_gemma":[0.9988668,0.00003470674,0.0001653874,0.00003678303,0.00001503735,0.00001279803,0.0004403633,0.000004851668,0.0004232808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004930159,"threshold_uncertainty_score":0.01649308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0470067050307222,"score_gpt":0.3794088820277937,"score_spread":0.3324021769970715,"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."}}