{"id":"W2519718677","doi":"10.1186/s13000-016-0541-z","title":"Multiplexed automated digital quantification of fusion transcripts: comparative study with fluorescent in-situ hybridization (FISH) technique in acute leukemia patients","year":2016,"lang":"en","type":"article","venue":"Diagnostic Pathology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Alberta Cancer Foundation; Calgary Laboratory Services","keywords":"Fluorescence in situ hybridization; Fusion transcript; Fusion gene; Karyotype; Biology; Chromosomal translocation; Leukemia; Molecular biology; Cancer research; Gene; Genetics; Chromosome","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009227915,0.0002851792,0.0002268235,0.001000367,0.0001720576,0.0004009309,0.0002601155,0.0002946544,0.0008320783],"category_scores_gemma":[0.001249072,0.0001711015,0.0001303097,0.0005936383,0.0002526081,0.0002460582,0.0003085854,0.0001949282,0.0002042838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003719694,"about_ca_system_score_gemma":0.0001240401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007554726,"about_ca_topic_score_gemma":0.0005558358,"domain_scores_codex":[0.9993774,0.0001590773,0.00004654784,0.0001832579,0.0001767627,0.00005694502],"domain_scores_gemma":[0.9996636,0.0001328901,0.00008600576,0.00002327906,0.00006965755,0.00002446477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004647171,0.0003553748,0.5659308,0.0002167993,0.0001489826,0.001958343,0.001675794,0.00275891,0.3410924,0.0004929056,0.0004065787,0.08031584],"study_design_scores_gemma":[0.0001275072,0.002934455,0.81657,0.00003030459,0.0002138769,0.01269733,0.0008057525,0.01766536,0.1442052,0.0004113894,0.004283658,0.00005527132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957742,0.0004684052,0.00307122,0.00001575745,0.000004260115,0.00003552431,0.0001188662,0.0000295531,0.0004821381],"genre_scores_gemma":[0.9963745,0.0001718379,0.003023121,0.00001408653,0.000007251097,0.00004717693,0.0001616654,0.000004268896,0.0001961062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001000367,"threshold_uncertainty_score":0.00488019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219167869401301,"score_gpt":0.3024936824505175,"score_spread":0.2805768955103874,"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."}}