{"id":"W1521274492","doi":"10.18433/j3v314","title":"Conference 2013: Personalized Medicine &amp; Individualized Drug Delivery. An international symposium held jointly by CSPS and CC-CRS, Vancouver, BC, Canada, June 2013","year":2013,"lang":"en","type":"article","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"GlaxoSmithKline","keywords":"Medicine; Personalized medicine; Drug; Family medicine; Pharmacology; Bioinformatics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.005759482,0.002107319,0.00143624,0.001582254,0.002643842,0.005301291,0.002235258,0.002519855,0.07574801],"category_scores_gemma":[0.003203975,0.0005950452,0.001101258,0.001658253,0.001516729,0.002494999,0.003491228,0.004929263,0.02014107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004223472,"about_ca_system_score_gemma":0.01181668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0216795,"about_ca_topic_score_gemma":0.07942481,"domain_scores_codex":[0.9979697,0.0003735655,0.00006121457,0.0002156953,0.0009683807,0.0004114036],"domain_scores_gemma":[0.9947694,0.0004962867,0.0001323932,0.0001696886,0.002156678,0.002275509],"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":[0.0002264714,0.00009120754,0.0002919368,0.0002076784,0.00003023139,0.0001505576,0.00009841948,0.0005930309,0.001461488,0.002888938,0.9184124,0.07554764],"study_design_scores_gemma":[0.00004400709,0.0001381736,0.001278877,0.0002533387,0.00004297131,0.0002724078,0.0003677178,0.002205733,0.002847146,0.00238556,0.9901211,0.00004294944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.013183,0.1636114,0.07125599,0.2011291,0.2295877,0.000960922,0.006469331,0.002806547,0.3109961],"genre_scores_gemma":[0.05003085,0.06499398,0.02806124,0.007401864,0.03036136,0.0003279424,0.004941496,0.0009027388,0.8129785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9783205,"threshold_uncertainty_score":0.2534024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05774601754953215,"score_gpt":0.3755525045357129,"score_spread":0.3178064869861807,"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."}}