{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009355615,0.0001484819,0.00009684892,0.00003275961,0.00008436976,0.0000316267,0.000138488,0.0001021027,0.0000774611],"category_scores_gemma":[0.00004477158,0.0001610342,0.00009793662,0.00007955798,0.00004362391,0.000001471817,0.00004682882,0.00005767785,0.0000385352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001337899,"about_ca_system_score_gemma":0.00008193507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003706531,"about_ca_topic_score_gemma":0.00000578667,"domain_scores_codex":[0.9991146,0.0000667411,0.0001702263,0.000260243,0.0001075047,0.0002806805],"domain_scores_gemma":[0.9994633,0.000002853509,0.00004286803,0.0003565217,0.00005186488,0.00008255234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000170473,0.0000986501,0.06789644,0.00001520558,0.0001091954,0.00002823181,0.00007587858,0.00198879,0.9013395,0.02747534,0.0005681835,0.0003875213],"study_design_scores_gemma":[0.0002804236,0.0001423143,0.0008932095,0.0000030753,0.00001944539,0.00006785311,0.00006788318,0.00000604258,0.9333297,0.0008570845,0.06410775,0.0002252408],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631959,0.000927094,0.01806428,0.0000456031,0.0001594475,0.0001095269,0.000009453199,0.00001530568,0.01747343],"genre_scores_gemma":[0.9904244,0.00007473018,0.008233876,0.0003000819,0.0000792024,0.00001190817,0.00004342097,0.00003056362,0.00080181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06700324,"threshold_uncertainty_score":0.6566783,"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."}}