{"id":"W4255984967","doi":"10.1385/1-59259-300-3:85","title":"Spectral Karyotyping","year":2003,"lang":"en","type":"article","venue":"Molecular Cytogenetics","topic":"Genomic variations and chromosomal abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Fluorescence in situ hybridization; Biology; Karyotype; Cytogenetics; Chromosome; Identification (biology); Computational biology; Genetics; Gene; Botany","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":[0.0005982663,0.0004894707,0.0005061089,0.003582273,0.0006290321,0.000762703,0.0006307695,0.0004912072,0.01550588],"category_scores_gemma":[0.001551373,0.0001317087,0.0004255214,0.001892769,0.0005086479,0.0006403502,0.00100281,0.0004445859,0.005647037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003512485,"about_ca_system_score_gemma":0.000292306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008155439,"about_ca_topic_score_gemma":0.00109536,"domain_scores_codex":[0.9992877,0.0001196748,0.0000451593,0.0001717096,0.0003272085,0.00004856275],"domain_scores_gemma":[0.9994438,0.0001316434,0.0000590948,0.00009754902,0.0002203319,0.00004763477],"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":[0.0006357051,0.0000829359,0.04033548,0.0007067902,0.00009384156,0.003080442,0.000443814,0.002386582,0.2842075,0.02424034,0.01692548,0.6268612],"study_design_scores_gemma":[0.0001070845,0.0004384712,0.144608,0.0006922391,0.0002682853,0.09596896,0.001306754,0.01389996,0.1782172,0.04124795,0.5230998,0.0001453443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1835125,0.01365958,0.6077641,0.002572914,0.0008531217,0.0009539468,0.008657266,0.00632741,0.1756992],"genre_scores_gemma":[0.6706951,0.0126117,0.2601244,0.001511605,0.0003181396,0.0004600202,0.006431364,0.0008896776,0.04695801],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01550588,"threshold_uncertainty_score":0.05187231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008326244553964263,"score_gpt":0.2162648832651979,"score_spread":0.2079386387112336,"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."}}