{"id":"W2808656872","doi":"10.7150/jca.24744","title":"Gene Expression Detection Assay for Cancer Clinical Use","year":2018,"lang":"en","type":"review","venue":"Journal of Cancer","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Institute in Oncology and Hematology; CancerCare Manitoba","funders":"Cure Brain Cancer Foundation; CancerCare Manitoba Foundation","keywords":"Gene expression; Gene; DNA microarray; Cancer; Microarray; Computational biology; Biology; Bioinformatics; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002277261,0.001361086,0.001914859,0.00351564,0.000441339,0.001403347,0.001695099,0.001887826,0.00828742],"category_scores_gemma":[0.002462241,0.0006196535,0.001001217,0.002988291,0.0008116757,0.001360407,0.0009003801,0.002653858,0.009674433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008116687,"about_ca_system_score_gemma":0.001273293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007711099,"about_ca_topic_score_gemma":0.0009824417,"domain_scores_codex":[0.9984407,0.0002661246,0.0001767767,0.0003083472,0.000730459,0.00007768657],"domain_scores_gemma":[0.9986557,0.0005858804,0.0001396656,0.00008952778,0.0004782186,0.00005097112],"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":[0.0001498865,0.0001047812,0.001064202,0.01677524,0.0001342398,0.0004403299,0.0001354979,0.0006976343,0.06980493,0.01023683,0.053182,0.8472743],"study_design_scores_gemma":[0.000008454977,0.00007589439,0.0008130099,0.0006980477,0.00008540029,0.001142416,0.00004245261,0.0002366681,0.02019668,0.001444802,0.9752195,0.00003679307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001446489,0.9410353,0.03118249,0.001697036,0.002939557,0.0002187855,0.001129552,0.0005549812,0.01979586],"genre_scores_gemma":[0.01024764,0.9311997,0.03359149,0.001698129,0.0009646314,0.0005471907,0.002018765,0.0001464371,0.01958606],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00828742,"threshold_uncertainty_score":0.02772421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08434125683154216,"score_gpt":0.4672207295638505,"score_spread":0.3828794727323083,"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."}}