{"id":"W1986449731","doi":"10.4021/gr2009.04.1287","title":"Bioinformatics Analysis and Validation of the Expressed Sequences Tag in Human Colorectal Adenocarcinoma","year":2009,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal adenocarcinoma; Adenocarcinoma; Suppression subtractive hybridization; Complementary DNA; Microarray; Colon adenocarcinoma; Medicine; Molecular biology; Bioinformatics; Computational biology; Gene; Biology; Internal medicine; cDNA library; Genetics; Gene expression; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005454422,0.0003233483,0.0003902346,0.0006959026,0.0002938975,0.0003138832,0.0002321112,0.0002052692,0.0008269626],"category_scores_gemma":[0.000820778,0.0001099326,0.000388285,0.0007941327,0.0001540901,0.0001341469,0.0001607068,0.0003728768,0.0007734207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003783676,"about_ca_system_score_gemma":0.0005570037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111326,"about_ca_topic_score_gemma":0.001446616,"domain_scores_codex":[0.999674,0.00006251177,0.00003626785,0.00007291865,0.0001227615,0.00003167214],"domain_scores_gemma":[0.999625,0.00008388194,0.00006242833,0.00002459053,0.0001715597,0.00003247207],"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":[0.0006658208,0.0001061784,0.008365356,0.0002452073,0.00004124879,0.0004169894,0.00007016755,0.001511271,0.9689323,0.0003204832,0.0005882957,0.0187368],"study_design_scores_gemma":[0.0001091843,0.001166302,0.1069511,0.00004350039,0.0002288145,0.002202152,0.000207466,0.04674938,0.8133364,0.0006849046,0.02828453,0.0000363838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9331718,0.001623438,0.05322289,0.0003354203,0.00008056742,0.0002428771,0.008059301,0.0007567891,0.002506965],"genre_scores_gemma":[0.8236307,0.001464118,0.1360306,0.0002879886,0.00004401418,0.0003424147,0.0331986,0.000211085,0.004790492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001111326,"threshold_uncertainty_score":0.002884626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04180317231787709,"score_gpt":0.3532271196155384,"score_spread":0.3114239472976613,"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."}}