{"id":"W2076343098","doi":"10.1021/pr050432e","title":"Array of Informatics:  Applications in Modern Research","year":2006,"lang":"en","type":"review","venue":"Journal of Proteome Research","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"DNA microarray; Protein microarray; Microarray; Computational biology; Proteome; Proteomics; Informatics; Human proteome project; Biology; Gene chip analysis; Function (biology); Bioinformatics; Gene; Gene expression; 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":[0.004484823,0.00161426,0.002990869,0.004787034,0.0008043518,0.004530943,0.002852593,0.00358067,0.01087432],"category_scores_gemma":[0.004054475,0.0009420126,0.001077233,0.006296164,0.003639905,0.005024315,0.002516252,0.004407859,0.0110769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421869,"about_ca_system_score_gemma":0.0012518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004537418,"about_ca_topic_score_gemma":0.0003807823,"domain_scores_codex":[0.996436,0.001022086,0.0002508073,0.000563518,0.001575562,0.0001520736],"domain_scores_gemma":[0.9969389,0.001604762,0.0001765288,0.0004193804,0.0006629173,0.0001975862],"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":[0.00009242394,0.00007745844,0.0007451859,0.004761208,0.0001101036,0.0003203039,0.0002961373,0.001193012,0.01141102,0.09555887,0.05184743,0.8335869],"study_design_scores_gemma":[0.00001770132,0.00008781221,0.0006011077,0.001043739,0.00004002711,0.001396167,0.0001175843,0.001405513,0.003640166,0.06163798,0.9299451,0.00006709203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009005218,0.7972432,0.1519569,0.00616896,0.00330138,0.000183219,0.0002948884,0.001558421,0.03839241],"genre_scores_gemma":[0.01420891,0.7444021,0.2063932,0.005940212,0.006063566,0.0006073494,0.000664807,0.0002759571,0.0214439],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01087432,"threshold_uncertainty_score":0.03637826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1644687736969684,"score_gpt":0.5143515260007199,"score_spread":0.3498827523037515,"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."}}