{"id":"W4415759346","doi":"10.1002/slct.202503934","title":"Recent Advances in Quinoline Derivatives: Biological and Medicinal Insights","year":2025,"lang":"en","type":"article","venue":"ChemistrySelect","topic":"Synthesis and biological activity","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"Quinoline; Drug discovery; Drug; Flexibility (engineering); Drug development","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007852707,0.000157746,0.0002622894,0.00002279943,0.00005043711,0.00001210533,0.0001358407,0.0001826482,0.0006201934],"category_scores_gemma":[0.0006166559,0.0001044117,0.00003033134,0.000208539,0.0001802448,0.00004415506,0.00006924838,0.0002135981,0.00000191995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005974291,"about_ca_system_score_gemma":0.00003489056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000162718,"about_ca_topic_score_gemma":0.000007068084,"domain_scores_codex":[0.9991207,0.00001831734,0.0002048639,0.0003661562,0.00007251002,0.0002174158],"domain_scores_gemma":[0.9994726,0.0002613164,0.00005317023,0.0001263358,0.00003300304,0.00005359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008092182,0.0001293899,0.02350976,0.00006489032,0.00001141798,0.000007039322,0.00002400137,2.671842e-7,0.7534463,0.00004821361,0.00004816875,0.2226297],"study_design_scores_gemma":[0.0003542504,0.00002066419,0.0058582,0.0001131103,0.000004930214,0.000005367665,0.0001285377,0.00002476992,0.8876118,0.001399222,0.1043391,0.000140082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9231257,0.03232296,0.00001947962,0.000322539,0.00001761032,0.00003057535,0.000002997976,0.00003471167,0.04412336],"genre_scores_gemma":[0.9741403,0.02543269,0.00006187542,0.0001020879,0.0000699747,0.00001923939,0.00001475331,0.000003075209,0.0001559623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2224896,"threshold_uncertainty_score":0.6790683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988991399224256,"score_gpt":0.2756699224511938,"score_spread":0.2557800084589512,"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."}}