{"id":"W142326508","doi":"10.1007/978-1-59745-536-7_11","title":"StemBase","year":2007,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Stem cell; Gene; Biology; DNA microarray; Gene expression; Function (biology); Computational biology; Molecular biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001250835,0.002220225,0.001905752,0.008276574,0.001595326,0.004427155,0.003978805,0.001921318,0.1240864],"category_scores_gemma":[0.005081823,0.001087987,0.001429113,0.007984644,0.0004562482,0.00356999,0.003270684,0.001736243,0.1378781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073261,"about_ca_system_score_gemma":0.002426396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003927223,"about_ca_topic_score_gemma":0.005412167,"domain_scores_codex":[0.9992244,0.00008343474,0.0001476035,0.0001671681,0.0003105812,0.0000668994],"domain_scores_gemma":[0.9985256,0.0003667316,0.0001146338,0.000356321,0.0004655908,0.0001712733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004575675,0.0000862804,0.0008293909,0.002797995,0.0001153388,0.0002621186,0.0001857462,0.001283445,0.004542142,0.008166812,0.8916607,0.08961236],"study_design_scores_gemma":[0.00008181675,0.00003002176,0.0006866044,0.0001981001,0.00005882982,0.0002415733,0.00005434734,0.001280346,0.002309446,0.00736323,0.9876574,0.00003816694],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.001868389,0.002611393,0.01969959,0.0005654114,0.0003886283,0.0003417311,0.8788375,0.05923187,0.03645542],"genre_scores_gemma":[0.001665581,0.0009648944,0.01150288,0.0002231714,0.00003113578,0.0001949908,0.9776297,0.002902625,0.00488507],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1240864,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02523336652305427,"score_gpt":0.4285963153459131,"score_spread":0.4033629488228588,"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."}}