{"id":"W2125303305","doi":"10.1086/317495","title":"Predictors of Symptom Resolution in Patients with Community‐Acquired Pneumonia","year":2000,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; University of Alberta","funders":"Medical Research Council; University of Alberta; London Health Sciences Centre; Medical Research Council Canada; McKnight Foundation","keywords":"Medicine; Pneumonia; Community-acquired pneumonia; Intensive care medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000214492,0.0001646818,0.0004724236,0.0001550459,0.0001476755,0.00001003503,0.00008315379,0.0001528941,0.0002016641],"category_scores_gemma":[0.0003026455,0.0001277384,0.0001827258,0.0004153981,0.0004222724,0.0001131796,0.00002780648,0.0003374457,0.00004432318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007508786,"about_ca_system_score_gemma":0.0001444958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006733858,"about_ca_topic_score_gemma":0.00007300047,"domain_scores_codex":[0.9982353,0.000432557,0.0006580968,0.0002102895,0.000232841,0.0002309146],"domain_scores_gemma":[0.9986182,0.0003630402,0.0001368397,0.0004703341,0.0001460104,0.0002655981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002280589,0.004967014,0.9912355,0.00006603631,0.0001141567,0.000006056527,0.00004675684,0.000129066,0.00003069462,0.00001069334,0.0001233084,0.003042651],"study_design_scores_gemma":[0.00421011,0.003038325,0.9906565,0.0002433843,0.0002317814,0.000002048067,0.00001603628,0.00003990988,0.000007187627,0.00005068037,0.001376867,0.0001271556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964975,0.00003905816,0.000004842349,0.00007454461,0.0001725033,0.0004623974,0.00005108087,0.0001500113,0.002548071],"genre_scores_gemma":[0.9991329,0.0000662975,0.000001714611,0.0004438066,0.0001048302,0.00003141543,0.00008006813,0.00002318655,0.000115761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003982051,"threshold_uncertainty_score":0.520902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734038636118401,"score_gpt":0.3042333840427254,"score_spread":0.2868929976815414,"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."}}