{"id":"W3034648209","doi":"10.1093/cid/ciaa788","title":"<i>Pseudomonas aeruginosa</i> Strain-sharing in Early Infection Among Children With Cystic Fibrosis","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Medicine; Pseudomonas aeruginosa; Carriage; Cystic fibrosis; Odds ratio; Transmission (telecommunications); Internal medicine; Microbiology; Biology; Pathology; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009023357,0.0003031821,0.0003370635,0.0007994933,0.0005016601,0.0006089047,0.0003253347,0.0005806017,0.001214039],"category_scores_gemma":[0.00314053,0.000245106,0.0003553075,0.000805014,0.0006745549,0.00072145,0.0005502795,0.0008053926,0.0001192678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004974714,"about_ca_system_score_gemma":0.0004881076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005363807,"about_ca_topic_score_gemma":0.004661011,"domain_scores_codex":[0.9991566,0.0001761384,0.00009199991,0.0001970393,0.0001759578,0.0002023407],"domain_scores_gemma":[0.9957747,0.0007309206,0.002660508,0.0001166833,0.0002650323,0.0004520799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002253082,0.00001048167,0.9990079,0.000007065299,0.000007880542,0.0001390721,0.00004951818,0.00001485752,0.0001475196,0.000005200362,0.00003262443,0.0005553518],"study_design_scores_gemma":[0.000001382812,0.00005829359,0.9982675,0.000008303719,0.000008006748,0.001294974,0.0001616437,0.00006791484,0.00007566057,0.00001051588,0.00004356023,0.000002206444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995159,0.0001927653,0.00005654458,0.00003391699,0.000001835407,0.000003298869,0.00006991019,0.000002312066,0.0001235182],"genre_scores_gemma":[0.9997992,0.00005940913,0.00004677899,0.00001282778,0.000004966506,0.000002133979,0.00005874018,9.683594e-7,0.00001505806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005363807,"threshold_uncertainty_score":0.01066518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02646610102507971,"score_gpt":0.331178777595498,"score_spread":0.3047126765704183,"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."}}