{"id":"W2531500048","doi":"10.1093/bioinformatics/btw639","title":"LDAP: a web server for lncRNA-disease association prediction","year":2016,"lang":"en","type":"article","venue":"Bioinformatics","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"National Natural Science Foundation of China","keywords":"Computer science; Lightweight Directory Access Protocol; World Wide Web; Association (psychology); Web server; Software; Database; Operating system; The Internet; Directory","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":[0.003326537,0.002170319,0.001513867,0.004201141,0.001316312,0.001678047,0.002991783,0.001469144,0.02522692],"category_scores_gemma":[0.008641293,0.001181939,0.001771031,0.004680112,0.0005784134,0.002368739,0.002953076,0.002511034,0.03087692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007119302,"about_ca_system_score_gemma":0.002829989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004216523,"about_ca_topic_score_gemma":0.003809976,"domain_scores_codex":[0.998058,0.0005044589,0.0002225716,0.0005473082,0.0004907268,0.000176753],"domain_scores_gemma":[0.9964988,0.001405883,0.0002673328,0.0006519445,0.0006915436,0.000484558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003647521,0.0006532905,0.01971042,0.002589135,0.0006835024,0.001088786,0.0003758207,0.01101933,0.02222766,0.004558679,0.6538875,0.2795583],"study_design_scores_gemma":[0.001911003,0.0005496283,0.03041761,0.0004818777,0.0005276008,0.002408117,0.000398052,0.426927,0.05078133,0.05069584,0.4341411,0.0007608923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.01443088,0.001371326,0.2868398,0.001242111,0.0004686444,0.000997824,0.1991972,0.4875938,0.007858407],"genre_scores_gemma":[0.1068187,0.001382962,0.3535421,0.001008973,0.0003825981,0.003412895,0.5068721,0.01681826,0.009761454],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.02522692,"threshold_uncertainty_score":0.08439243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00993484447586988,"score_gpt":0.249621005393974,"score_spread":0.2396861609181041,"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."}}