{"id":"W4379208474","doi":"10.55927/ijsmr.v1i4.4374","title":"Genetic Pharmacotherapy","year":2023,"lang":"en","type":"article","venue":"International Journal of Scientific Multidisciplinary Research","topic":"Protein Degradation and Inhibitors","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Pharmacotherapy; Drug development; Drug; Computational biology; Drug target; Medicine; Neuroscience; Pharmacology; Biology; Computer science; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0006997532,0.0007002004,0.0006279034,0.0006331982,0.0003641007,0.001223597,0.0007832354,0.001150284,0.01279281],"category_scores_gemma":[0.000805345,0.0002213142,0.0006484017,0.0004748563,0.001197438,0.0006815698,0.0009665103,0.002694391,0.003812434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039039,"about_ca_system_score_gemma":0.001018511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009073945,"about_ca_topic_score_gemma":0.001422977,"domain_scores_codex":[0.9994467,0.0001217744,0.00003440437,0.0001572122,0.0001722139,0.00006770685],"domain_scores_gemma":[0.999711,0.00009606921,0.00005502074,0.00005533071,0.0000475179,0.00003497941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001012295,0.001105637,0.002130838,0.003409486,0.0004203042,0.001967131,0.0003005297,0.002804259,0.2126027,0.1529764,0.07261821,0.5486521],"study_design_scores_gemma":[0.0003675359,0.001626922,0.001904961,0.0004844077,0.0002456559,0.006252662,0.0001300093,0.002092852,0.08535363,0.02442702,0.8770317,0.00008260458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1001933,0.1631604,0.4174813,0.03157485,0.006880745,0.002685295,0.007488357,0.007351213,0.2631845],"genre_scores_gemma":[0.565607,0.1486438,0.1025345,0.03344702,0.001193838,0.003347427,0.006429823,0.0008914779,0.1379052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01279281,"threshold_uncertainty_score":0.04279625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08487013099594257,"score_gpt":0.4464875475590433,"score_spread":0.3616174165631008,"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."}}