{"id":"W2248932904","doi":"10.1200/jco.2009.27.15_suppl.e12006","title":"HER-2 gene amplification in circulating tumor cells (CTCs): Concordance with amplification status in primary breast cancers and metastatic lesions","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Circulating tumor cell; Medicine; Concordance; Metastatic breast cancer; Breast cancer; DAPI; Cancer; Primary tumor; Pathology; Oncology; Fish <Actinopterygii>; Immunohistochemistry; Gene duplication; Liquid biopsy; Internal medicine; Metastasis; Staining; Gene; Biology","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":[0.0006908913,0.0001108761,0.000244931,0.0006861361,0.00009551305,0.000355675,0.0001729519,0.0003366908,0.003236212],"category_scores_gemma":[0.001986267,0.00009755258,0.0001034724,0.0005183694,0.000179412,0.0001679175,0.000209509,0.000210559,0.0004099948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001633397,"about_ca_system_score_gemma":0.00009826475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006214126,"about_ca_topic_score_gemma":0.0007999807,"domain_scores_codex":[0.9996285,0.00007093389,0.00004506658,0.00007838006,0.0001251256,0.00005200604],"domain_scores_gemma":[0.9989026,0.0004698999,0.0002402088,0.0000568372,0.0002152419,0.0001151958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008297673,0.00005725948,0.9426568,0.0001119987,0.00002661473,0.00181441,0.0001145669,0.000115575,0.03891906,0.00008505057,0.0003015218,0.01496739],"study_design_scores_gemma":[0.00003867162,0.0004567904,0.9623125,0.00002239699,0.00006441832,0.01931142,0.0001433465,0.001841198,0.01407968,0.0001941557,0.001526833,0.000008455586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959637,0.001105349,0.0010158,0.00003337244,0.00001181369,0.00002356686,0.0002329755,0.00002718542,0.001586169],"genre_scores_gemma":[0.9986489,0.0001457194,0.0007595044,0.00001233109,0.000006029225,0.000008418834,0.0001683296,0.000003700574,0.0002470781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003236212,"threshold_uncertainty_score":0.01082617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1556261911984194,"score_gpt":0.4837212781029476,"score_spread":0.3280950869045282,"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."}}