{"id":"W2100168946","doi":"10.1503/cmaj.082030","title":"Legionellosis: Why should I test and report?","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Dalhousie University","funders":"","keywords":"Pneumonia; Medicine; Test (biology); Intensive care medicine; Community-acquired pneumonia; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001215471,0.0000796433,0.00009086099,0.00006905793,0.0002377836,0.00009920321,0.0001573417,0.0004392269,0.0004218319],"category_scores_gemma":[0.003833671,0.00007068028,0.00004994074,0.0000776165,0.00006870169,0.000006698573,0.00002860661,0.0008076,0.00002449326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005115043,"about_ca_system_score_gemma":0.001379684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323134,"about_ca_topic_score_gemma":0.03383038,"domain_scores_codex":[0.9986612,0.00005134479,0.0002110731,0.0001647489,0.0005742313,0.0003373672],"domain_scores_gemma":[0.9982424,0.00004768265,0.00008937394,0.0001177289,0.0002443056,0.001258549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006035975,0.00003877974,0.2573501,0.000006010576,0.000076278,0.001384679,0.00005733307,4.840165e-7,0.03940114,0.00008386365,0.6846505,0.0169448],"study_design_scores_gemma":[0.0003520924,0.00004991571,0.01346859,0.00000891282,0.000007152806,0.003122428,0.00005948401,0.00003806013,0.001634412,0.00008561765,0.981061,0.0001123613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258621,0.0003266914,0.0001040712,0.06618177,0.0008603356,0.00007875654,0.00001368666,0.000006829024,0.006565759],"genre_scores_gemma":[0.9863095,0.0003115219,0.00008962112,0.00846206,0.002713496,0.000002947527,0.0000204375,0.00001338989,0.002077054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2964105,"threshold_uncertainty_score":0.9837997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009925547921478933,"score_gpt":0.2614176380715447,"score_spread":0.2514920901500658,"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."}}