{"id":"W7132426153","doi":"","title":"Conversational drug editing using retrieval and domain feedback","year":2024,"lang":"en","type":"article","venue":"NPARC","topic":"Biochemical and Structural Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interpretability; Conversation; Task (project management); Domain (mathematical analysis); Focus (optics); Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004389902,0.002419601,0.001265168,0.001181569,0.001044865,0.002203451,0.002489558,0.002239067,0.007242316],"category_scores_gemma":[0.01704967,0.0006496127,0.001625188,0.000568422,0.001006034,0.003396887,0.003286472,0.002581179,0.003390829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104504,"about_ca_system_score_gemma":0.00257998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002530426,"about_ca_topic_score_gemma":0.003833035,"domain_scores_codex":[0.9965023,0.001953239,0.0001884871,0.0007667922,0.0004176171,0.0001714431],"domain_scores_gemma":[0.9864092,0.01023906,0.0006409856,0.001412446,0.0009339133,0.0003644039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002260486,0.00111604,0.005791609,0.002536686,0.0003370312,0.001721042,0.004017579,0.1452426,0.10385,0.03731501,0.02768293,0.6681291],"study_design_scores_gemma":[0.0001685686,0.0003301613,0.0004420677,0.0000742801,0.0001277386,0.0003890299,0.0004570106,0.8933817,0.04223353,0.03946753,0.02279181,0.0001366686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03858227,0.000925815,0.9199969,0.001520279,0.0002545076,0.0005618684,0.001616934,0.0302701,0.006271377],"genre_scores_gemma":[0.4803601,0.0005359913,0.5064828,0.00112491,0.0002462175,0.000638231,0.003162139,0.001324409,0.006125204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007242316,"threshold_uncertainty_score":0.02422798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007930714294421012,"score_gpt":0.2290481616356749,"score_spread":0.2211174473412539,"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."}}