{"id":"W2492349302","doi":"10.1186/s12575-016-0046-x","title":"Fluorescence ImmunoPrecipitation (FLIP): a Novel Assay for High-Throughput IP","year":2016,"lang":"en","type":"article","venue":"Biological Procedures Online","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; National Human Genome Research Institute; University of Toronto; Wellcome Trust; NYU Langone Medical Center","keywords":"Immunoprecipitation; Monoclonal antibody; Throughput; Computer science; Flip; Computational biology; Chemistry; Molecular biology; Antibody; Biology; Biochemistry; Immunology; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003261701,0.0002141048,0.0003502578,0.00006704011,0.000122363,0.00001450075,0.0002065694,0.0002113808,0.0002020406],"category_scores_gemma":[0.002640155,0.0001014635,0.0001458515,0.0001438228,0.0002703812,0.00007315326,0.000104411,0.0001532434,0.00007157266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006054655,"about_ca_system_score_gemma":0.000160019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003783326,"about_ca_topic_score_gemma":0.00001429171,"domain_scores_codex":[0.9983774,0.00004085757,0.0003558547,0.0004710942,0.0002818378,0.0004729431],"domain_scores_gemma":[0.998574,0.0006476411,0.00008576975,0.00020638,0.0003109203,0.0001753493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003484204,0.0010797,0.005390283,0.0001659038,0.00009943973,0.00001071124,0.00003291206,5.220102e-7,0.8962671,0.008489364,0.00489141,0.08008845],"study_design_scores_gemma":[0.01029303,0.008214679,0.7890295,0.00109738,0.0001033464,0.00021865,0.0001123255,0.0004597402,0.06214711,0.01197768,0.1153662,0.0009803746],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630603,0.0009308002,0.006406812,0.02696989,0.000230387,0.001216377,0.0007359784,0.0001667632,0.0002826621],"genre_scores_gemma":[0.9646456,0.0007153498,0.02781666,0.001092034,0.0008511732,0.0001219306,0.0003562972,0.00001977402,0.004381242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.83412,"threshold_uncertainty_score":0.4137561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06979961070105586,"score_gpt":0.3530211193408688,"score_spread":0.283221508639813,"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."}}