{"id":"W2065629634","doi":"10.1074/jbc.m509900200","title":"Isolation of Monomeric Human VHS by a Phage Selection","year":2005,"lang":"en","type":"article","venue":"Journal of Biological Chemistry","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biotechnology Research Institute; Institute for Biological Sciences","funders":"","keywords":"Isolation (microbiology); Selection (genetic algorithm); Chemistry; Phage display; Computational biology; Biology; Virology; Microbiology; Computer science; Genetics; Antibody; Artificial intelligence","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":[0.0002964612,0.00037956,0.0002518561,0.0004602458,0.0002063693,0.0004460106,0.0002225859,0.0002674915,0.001684341],"category_scores_gemma":[0.0003474968,0.0001688318,0.0003191686,0.0002892028,0.0001711988,0.0001263016,0.0004418683,0.0005093895,0.001147352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805058,"about_ca_system_score_gemma":0.0002260097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005221514,"about_ca_topic_score_gemma":0.0007653109,"domain_scores_codex":[0.9997109,0.00005008724,0.00002417146,0.00006325597,0.00009225378,0.00005931314],"domain_scores_gemma":[0.999801,0.00004734043,0.00001896473,0.0000343386,0.00006343742,0.00003499918],"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":[0.0000476532,0.0000290668,0.0004236382,0.00002296458,0.000006558333,0.00007987629,0.00003927584,0.00006565615,0.9932693,0.000166142,0.0002449287,0.005605124],"study_design_scores_gemma":[0.00002138244,0.0004630909,0.005967551,0.0000232262,0.00004203877,0.001080968,0.00007847205,0.002991975,0.9693658,0.0001805939,0.01976904,0.00001576511],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8919502,0.002455971,0.08931766,0.0003036831,0.0001814179,0.0007559681,0.00100653,0.0004629735,0.01356565],"genre_scores_gemma":[0.9014924,0.001977264,0.06811211,0.0004433095,0.00008396583,0.0002668176,0.004027437,0.0001551852,0.0234416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001684341,"threshold_uncertainty_score":0.005634665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03383935535885688,"score_gpt":0.3313838282446159,"score_spread":0.297544472885759,"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."}}