{"id":"W304019778","doi":"10.5214/ans.0972-7531.1017210","title":"The 2nd International Conference on Drug Discovery and Therapy","year":2010,"lang":"en","type":"article","venue":"Annals of Neurosciences","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug discovery; Medicine; Computer science; Drug; Data science; Bioinformatics; Intensive care medicine; Pharmacology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004639179,0.00161564,0.001302009,0.002097662,0.001344199,0.009502138,0.001952468,0.004001806,0.07714046],"category_scores_gemma":[0.005131533,0.0004115082,0.0008632084,0.001298265,0.002220204,0.003587625,0.004679013,0.005776009,0.05318043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003830167,"about_ca_system_score_gemma":0.008395163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001825858,"about_ca_topic_score_gemma":0.003440979,"domain_scores_codex":[0.9948758,0.001071345,0.000313954,0.0005414849,0.00262855,0.0005689029],"domain_scores_gemma":[0.9968255,0.0002675158,0.0002448399,0.0002528069,0.00130346,0.001105968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009172357,0.00007561305,0.0002815559,0.0004491002,0.00003669613,0.0001179368,0.0001047571,0.0001660559,0.001298099,0.02077612,0.7375746,0.2390278],"study_design_scores_gemma":[0.00000457717,0.00002427165,0.0001069365,0.0001168168,0.000003868524,0.00007822592,0.00001464002,0.00002690717,0.0001539324,0.001559985,0.9979044,0.000005480006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001897989,0.2569096,0.01416047,0.1184257,0.1406675,0.0008125606,0.001090316,0.000791682,0.4652442],"genre_scores_gemma":[0.01783726,0.1926078,0.0131353,0.03548536,0.04091184,0.0009156897,0.002407046,0.0003026942,0.6963969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07714046,"threshold_uncertainty_score":0.2580605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0644072236078078,"score_gpt":0.3484486127143581,"score_spread":0.2840413891065503,"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."}}