{"id":"W3172372217","doi":"10.3390/v13061120","title":"Discovery of Antivirals Using Phage Display","year":2021,"lang":"en","type":"review","venue":"Viruses","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Clinical Research Institute","funders":"","keywords":"Computational biology; Phage display; Virology; Drug discovery; Biology; Genetics; Bioinformatics","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":[0.0003293034,0.0007325403,0.0008374641,0.001749752,0.0002117317,0.0007406281,0.0004822968,0.0006240011,0.001875931],"category_scores_gemma":[0.0003129149,0.0003300467,0.0006197646,0.001243455,0.0002201749,0.0007628949,0.0004696294,0.001248118,0.001208524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004599394,"about_ca_system_score_gemma":0.0004078936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005324247,"about_ca_topic_score_gemma":0.0006494286,"domain_scores_codex":[0.9998453,0.00002053266,0.00001339099,0.00002816365,0.00007127657,0.00002143822],"domain_scores_gemma":[0.9999408,0.00002348171,0.000008034752,0.000002662363,0.00001898561,0.000006102679],"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":[0.0001033385,0.0001679405,0.000286607,0.02135885,0.0001578986,0.0003524018,0.0001073464,0.001163975,0.03803957,0.008649742,0.02021679,0.9093956],"study_design_scores_gemma":[0.00002633432,0.0002655353,0.0006259267,0.001316605,0.0001150389,0.0008546399,0.000033446,0.000438886,0.01685175,0.001409067,0.978032,0.00003068692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00142035,0.9928787,0.001112631,0.0001723017,0.0002461252,0.00002195738,0.00006571149,0.0000412548,0.004040928],"genre_scores_gemma":[0.005240552,0.9913433,0.000851966,0.0001970459,0.0001048489,0.00002684033,0.0001006397,0.000004622899,0.002130257],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001875931,"threshold_uncertainty_score":0.006275654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2530933450568545,"score_gpt":0.4821508694013684,"score_spread":0.2290575243445139,"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."}}