{"id":"W1987509221","doi":"10.3810/pgm.2009.03.1996","title":"TRUST Surveillance Initiative: Antimicrobial Resistance among Common Bacterial Respiratory Tract Pathogens","year":2009,"lang":"en","type":"letter","venue":"Postgraduate Medicine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Antimicrobial; Antibiotic resistance; Respiratory tract infections; Respiratory tract; Intensive care medicine; Respiratory system; Microbiology; Drug resistance; Antibiotics; Internal medicine; Biology","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":[0.00204106,0.0004110409,0.0004802144,0.0005528661,0.001517352,0.001486391,0.0009274964,0.01120048,0.00679551],"category_scores_gemma":[0.01371862,0.0003720905,0.000451336,0.0008407308,0.0009086503,0.001357717,0.001037428,0.005680809,0.002873211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004011074,"about_ca_system_score_gemma":0.004039438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05775834,"about_ca_topic_score_gemma":0.1127819,"domain_scores_codex":[0.995949,0.001400074,0.0008943712,0.0002985282,0.0009388425,0.0005191064],"domain_scores_gemma":[0.9877934,0.002924827,0.002464082,0.000430788,0.00324298,0.003143942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001912308,0.0001148694,0.0555287,0.0001856436,0.00002598997,0.004824936,0.0006409289,0.00009888627,0.001022921,0.0006083426,0.9148087,0.02194885],"study_design_scores_gemma":[0.0007997037,0.0009733966,0.3470604,0.001721999,0.0001555974,0.01926917,0.004177095,0.002504852,0.002364252,0.001951829,0.6188131,0.0002085771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02035589,0.001639431,0.000333178,0.9558064,0.006517342,0.00009139007,0.001370447,0.0000949992,0.0137909],"genre_scores_gemma":[0.228233,0.005700548,0.002165433,0.6950508,0.02592533,0.0002528537,0.001913279,0.0001448479,0.04061393],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05775834,"threshold_uncertainty_score":0.1148443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0346140083761575,"score_gpt":0.2866147268142947,"score_spread":0.2520007184381372,"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."}}