{"id":"W1982740312","doi":"10.2174/1381612024607199","title":"Applications of Artificial Neural Network in AIDS Research and Therapy","year":2002,"lang":"en","type":"review","venue":"Current Pharmaceutical Design","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Artificial neural network; Computer science; Artificial intelligence; Machine learning; Task (project management); Data mining; Pattern recognition (psychology); Systems engineering; Engineering","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":[0.0009253562,0.0006913577,0.0009286507,0.00168152,0.0003205252,0.0009572141,0.0009127833,0.001552734,0.003371738],"category_scores_gemma":[0.001095275,0.000238301,0.0003615613,0.002098553,0.0008626715,0.001013448,0.0007633272,0.001565781,0.001695797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007615486,"about_ca_system_score_gemma":0.0007543887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222,"about_ca_topic_score_gemma":0.001331368,"domain_scores_codex":[0.9995922,0.0001141989,0.0000396514,0.00005786839,0.0001740811,0.00002198209],"domain_scores_gemma":[0.999513,0.0002674644,0.00002866111,0.0000204081,0.0001475161,0.0000228778],"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":[0.00005549991,0.00008862865,0.0002855391,0.002930159,0.00005754848,0.0002540156,0.00009119408,0.004743611,0.001435311,0.02614618,0.01135839,0.952554],"study_design_scores_gemma":[0.00002001301,0.0001572251,0.0009033384,0.002055853,0.00005138288,0.001005775,0.00007722418,0.003738573,0.001600339,0.02755208,0.9627936,0.00004456701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006682827,0.9737345,0.0100647,0.001707554,0.0007278449,0.00002854848,0.00002173721,0.00004080993,0.01300602],"genre_scores_gemma":[0.009983415,0.9738829,0.008923981,0.0008250354,0.0007838524,0.00004784947,0.00004742103,0.00001067624,0.005494991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003371738,"threshold_uncertainty_score":0.01127958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5846768173208908,"score_gpt":0.5583380853258815,"score_spread":0.02633873199500936,"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."}}