{"id":"W7116987308","doi":"10.3390/pathogens15010013","title":"Community-Acquired Legionella pneumophila Pneumonia: A Case-Control Study in Adult Inpatients from 2019 to 2024","year":2025,"lang":"en","type":"article","venue":"Pathogens","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Alberta; University of Ottawa","funders":"","keywords":"Legionella pneumophila; Antibiotics; Legionella; Macrolide Antibiotics; Antibacterial agent","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":[0.0008491376,0.0005717564,0.0006668764,0.001428786,0.0009770478,0.001174926,0.0005797015,0.0009520924,0.001963863],"category_scores_gemma":[0.001893255,0.0007068901,0.0005420237,0.001381761,0.0005259512,0.0006751122,0.0006803922,0.0007348186,0.0003945956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006935403,"about_ca_system_score_gemma":0.0005446281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01379129,"about_ca_topic_score_gemma":0.01471226,"domain_scores_codex":[0.9990828,0.0002041603,0.00009080022,0.0002559155,0.0001818825,0.0001845043],"domain_scores_gemma":[0.9986443,0.0002325964,0.000479506,0.000107181,0.0001599241,0.0003764935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001071361,0.0001477038,0.9988218,0.000007824659,0.00003585536,0.0002461082,0.0001123516,0.000008876222,0.0001319925,0.000007210627,0.00007026361,0.0003028696],"study_design_scores_gemma":[0.00001823374,0.0002645292,0.998332,0.00001079892,0.0000273882,0.0006808534,0.0003942846,0.00009816054,0.00003188545,0.000006747443,0.0001305473,0.000004613902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994037,0.0001138411,0.00004081901,0.00001793872,0.000006670958,0.00001970252,0.0001909602,0.000001538025,0.0002049362],"genre_scores_gemma":[0.9992236,0.0001266269,0.00004614662,0.00004167179,0.00002353919,0.00002182395,0.0004092512,0.000001961353,0.0001052842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01379129,"threshold_uncertainty_score":0.02742201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355156823109998,"score_gpt":0.2852263304613612,"score_spread":0.2716747622302612,"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."}}