{"id":"W4285741740","doi":"10.3389/fmolb.2022.866764","title":"Current Advances in CETSA","year":2022,"lang":"en","type":"review","venue":"Frontiers in Molecular Biosciences","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; European Federation of Pharmaceutical Industries and Associations; Diamond Light Source; Innovative Medicines Initiative; McGill University","keywords":"Proteome; Drug discovery; Chemistry; Small molecule; Computational biology; Biology; Biochemistry","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":[0.002025896,0.001242863,0.001182209,0.001923704,0.0005001935,0.002379293,0.001376483,0.001878549,0.01246653],"category_scores_gemma":[0.001936862,0.0006214683,0.001155186,0.001932374,0.0007237062,0.003039366,0.001426828,0.002774411,0.01153642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008151268,"about_ca_system_score_gemma":0.001509103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005739256,"about_ca_topic_score_gemma":0.0004769644,"domain_scores_codex":[0.9990956,0.000143092,0.0001117895,0.000204809,0.0003502353,0.00009449417],"domain_scores_gemma":[0.9989492,0.0004183764,0.0001464602,0.00006675754,0.0003108269,0.0001084067],"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":[0.000391459,0.0002508756,0.0006611789,0.01516526,0.0001109,0.0004344868,0.0002369548,0.001259872,0.04266209,0.02019882,0.037249,0.8813791],"study_design_scores_gemma":[0.00002083623,0.0002315187,0.0002870015,0.0006702886,0.00006949809,0.0006565111,0.00005413281,0.0005035839,0.01469666,0.002575234,0.9802001,0.00003472485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002909525,0.9571398,0.014488,0.002683508,0.002156613,0.00008213126,0.0004573006,0.0005042047,0.01957889],"genre_scores_gemma":[0.01721356,0.9506031,0.01355324,0.002813044,0.001731802,0.0001479696,0.001520303,0.0001758916,0.01224101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01246653,"threshold_uncertainty_score":0.04170465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152653248272438,"score_gpt":0.3273024855726585,"score_spread":0.3120371607454147,"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."}}