{"id":"W2979993190","doi":"10.1007/978-3-030-26439-0_3","title":"Genetic Analysis of Circulating Tumour Cells","year":2019,"lang":"en","type":"article","venue":"Recent results in cancer research/Recent Results in Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biopsy; Pathology; Comparative genomic hybridization; Tumour heterogeneity; Circulating tumor cell; Biology; Fluorescence in situ hybridization; Liquid biopsy; In situ hybridization; Cancer; Prostate cancer; Medicine; Gene; Metastasis; Gene expression; Genetics; Genome","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":[0.0002121882,0.0002454111,0.0001760953,0.00061067,0.0001859174,0.0003898825,0.0002627048,0.0003672023,0.001964819],"category_scores_gemma":[0.0004536866,0.0001149207,0.0002535305,0.0003507202,0.0002555112,0.0001424854,0.000179221,0.0005893742,0.0007170601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181403,"about_ca_system_score_gemma":0.0002052023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009732461,"about_ca_topic_score_gemma":0.0006760329,"domain_scores_codex":[0.9997796,0.00004588696,0.00001360646,0.00006522985,0.00006199158,0.00003371279],"domain_scores_gemma":[0.9997886,0.00008078114,0.00003335561,0.00003071521,0.00002982852,0.00003681216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000130612,0.00001789233,0.001146911,0.00002081602,0.000008757518,0.0001341882,0.0000160655,0.00009004453,0.9943393,0.0002165921,0.000112983,0.003765955],"study_design_scores_gemma":[0.00004039833,0.0003554719,0.02224596,0.000008241506,0.0000539971,0.001877797,0.0000424048,0.002272676,0.9660827,0.0007068971,0.006301749,0.00001174356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9506848,0.002966187,0.03847556,0.0006254693,0.000185761,0.00008372027,0.002364833,0.0005130136,0.004100665],"genre_scores_gemma":[0.9775298,0.001399265,0.01364557,0.0002317698,0.00005411926,0.00005255533,0.00246574,0.0001110607,0.004510227],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001964819,"threshold_uncertainty_score":0.006572962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08407061779414512,"score_gpt":0.4203771261740548,"score_spread":0.3363065083799096,"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."}}