{"id":"W2939445306","doi":"10.1002/bit.26989","title":"Whole‐bacterium ribosome display selection for isolation of highly specific anti‐<i>Staphyloccocus aureus</i> Affitins for detection‐ and capture‐based biomedical applications","year":2019,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre National de la Recherche Scientifique; Institut National de la Recherche Agronomique; Agence Nationale de la Recherche; Institut national de la recherche scientifique","keywords":"Staphylococcus aureus; Phage display; Bacteria; Antibody; Thermostability; Biology; Computational biology; Dot blot; Microbiology; Chemistry; Biochemistry; Gene; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001687411,0.0003511151,0.0003002065,0.0001977725,0.0001285067,0.0002598253,0.0001659399,0.0002202529,0.000707841],"category_scores_gemma":[0.0001692453,0.0001258542,0.0002124927,0.0002226024,0.0001235074,0.0001339281,0.0002440617,0.0002854284,0.0005594632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002201281,"about_ca_system_score_gemma":0.0001331331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004103113,"about_ca_topic_score_gemma":0.0006434728,"domain_scores_codex":[0.9998196,0.0000332266,0.00001881484,0.00003621216,0.00005608339,0.00003604653],"domain_scores_gemma":[0.9999205,0.00001458939,0.00001847801,0.00001128732,0.00001787769,0.00001728675],"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":[0.00001317542,0.000007582727,0.0000751435,0.00001153919,0.000001615904,0.00001152883,0.000003765507,0.00002373541,0.9991125,0.00002585359,0.00002527265,0.0006880715],"study_design_scores_gemma":[0.000003044177,0.00006238308,0.0009193212,0.000002281708,0.000005589613,0.00007028502,0.000007313984,0.0008228444,0.996879,0.00001216637,0.00121286,0.000002817821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658825,0.0008862252,0.03025792,0.00007833532,0.00003071915,0.0001033395,0.0004455379,0.0002166894,0.002098621],"genre_scores_gemma":[0.9770694,0.0004274041,0.01874054,0.00008721085,0.000009954393,0.0000490028,0.001107824,0.00009145818,0.002417175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000707841,"threshold_uncertainty_score":0.002367973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004076464280100456,"score_gpt":0.1971975776544058,"score_spread":0.1931211133743053,"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."}}