{"id":"W2731124755","doi":"10.3389/fmicb.2017.01229","title":"A Genotypic Analysis of Five P. aeruginosa Strains after Biofilm Infection by Phages Targeting Different Cell Surface Receptors","year":2017,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Pseudomonas aeruginosa; Biofilm; Biology; Microbiology; Complementation; Gene; Antibiotic resistance; Genome; Bacteria; Phage therapy; Bacterial virus; Mutant; Bacteriophage; Antibiotics; Genetics; Escherichia coli","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001229027,0.0001820116,0.0003793671,0.0001122555,0.000157444,0.00003278334,0.0002601837,0.0001663151,0.001912327],"category_scores_gemma":[0.00001951916,0.0001670436,0.0001657635,0.0001586602,0.0003431052,0.0001620829,0.000190892,0.0001965835,0.00003416486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918939,"about_ca_system_score_gemma":0.000005496473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002547313,"about_ca_topic_score_gemma":0.001246983,"domain_scores_codex":[0.9988589,0.0001083754,0.0003055558,0.0003793392,0.00003148651,0.0003163867],"domain_scores_gemma":[0.9993157,0.00001620508,0.0002937609,0.0003172758,0.000009875569,0.00004719765],"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":[0.0000247738,0.00009040675,0.2603372,0.000005332271,0.0001039275,0.00000138213,0.0002932705,0.0002453778,0.725989,1.309551e-7,0.01236609,0.000543176],"study_design_scores_gemma":[0.0004811482,0.00008509365,0.7498693,0.0000147476,0.0002896912,0.000002073293,0.0001927735,0.0003784105,0.234353,0.000008670666,0.01399147,0.0003336537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964874,0.0002255621,0.001419941,0.00007258384,0.001103957,0.0001539535,0.0002461615,0.00001283472,0.0002775402],"genre_scores_gemma":[0.995754,0.0002467269,0.00243157,0.00004996121,0.00001592963,0.00000801121,0.0001726084,0.00001136567,0.001309842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.491636,"threshold_uncertainty_score":0.9990001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004190416714507336,"score_gpt":0.2156294626764758,"score_spread":0.2114390459619684,"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."}}