{"id":"W2047964782","doi":"10.1517/17460441.3.11.1267","title":"Scintillation proximity assay in lead discovery","year":2008,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Drug discovery; Lead (geology); Computational biology; Scintillation; Biology; Computer science; Bioinformatics; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003664581,0.00104057,0.00177479,0.00204183,0.0004197003,0.00160309,0.001457302,0.001697512,0.004448912],"category_scores_gemma":[0.004554544,0.0005056201,0.0005846958,0.002518706,0.001233672,0.00142601,0.00149565,0.002055116,0.00315542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001916322,"about_ca_system_score_gemma":0.001442154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005600335,"about_ca_topic_score_gemma":0.0009045329,"domain_scores_codex":[0.9955482,0.001782596,0.0001550348,0.000591893,0.001718305,0.0002038923],"domain_scores_gemma":[0.9974476,0.001508685,0.0003212212,0.0001978979,0.0004146391,0.0001100196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001796216,0.0005393969,0.005956705,0.005036224,0.0002889853,0.0009183356,0.0002874683,0.01313619,0.3204642,0.08284901,0.02370288,0.5450242],"study_design_scores_gemma":[0.000368129,0.003460682,0.003203912,0.0007132999,0.0003262334,0.003444195,0.0002071685,0.04206186,0.600398,0.03805935,0.307594,0.0001632188],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07636464,0.2834779,0.5756705,0.006882899,0.002885528,0.0009667959,0.001583655,0.002579342,0.04958877],"genre_scores_gemma":[0.4601675,0.1600263,0.3525953,0.002289665,0.001309457,0.00129022,0.001986684,0.0002014525,0.02013352],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004448912,"threshold_uncertainty_score":0.01938039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726821812723654,"score_gpt":0.3028765617550481,"score_spread":0.2856083436278115,"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."}}