{"id":"W4233933817","doi":"10.1002/0471732877.emd286","title":"Microarrays","year":2006,"lang":"en","type":"other","venue":"Encyclopedia of Medical Devices and Instrumentation","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"DNA microarray; Computational biology; Gene; Biology; Gene expression; Epigenetics; DNA; Protein microarray; Genome; Microarray; Genetics","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":[0.00008435781,0.0001176875,0.0001268741,0.00007173255,0.00001704459,0.000008016329,0.0001227844,0.000333072,0.000509291],"category_scores_gemma":[0.00002303841,0.0001036355,0.00003351191,0.00004891162,0.00007297687,0.000001865761,0.00004748709,0.00006437029,0.000004100638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003828527,"about_ca_system_score_gemma":0.0000868365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002145857,"about_ca_topic_score_gemma":0.0003068536,"domain_scores_codex":[0.9991527,0.00002946678,0.0001945662,0.0002296538,0.0003067226,0.00008686752],"domain_scores_gemma":[0.9995682,0.000003298015,0.0001881703,0.0001340153,0.00001420486,0.00009208082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009216831,0.00003455328,0.001923696,0.000138914,0.00002598771,4.730342e-7,0.00001840135,1.352172e-7,0.003332952,0.0001237151,0.9163679,0.0780241],"study_design_scores_gemma":[0.0003759849,0.00005342137,0.001667925,0.0001227793,0.00001653267,0.000002067379,0.00006375615,0.000008397942,0.001352311,0.00001512594,0.9962109,0.0001107687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01032431,0.006474493,0.001190031,0.0005935631,0.0007094652,0.0002596817,0.00004299512,0.00002480919,0.9803807],"genre_scores_gemma":[0.08593664,0.08675625,0.00280352,0.001548773,0.003282921,0.0001126659,0.003533108,0.0004122729,0.8156139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1647668,"threshold_uncertainty_score":0.557638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005616719053805015,"score_gpt":0.259733309376029,"score_spread":0.254116590322224,"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."}}