{"id":"W45655751","doi":"10.1155/2006/759694","title":"Reasons for Coming to Hospital after Treatment for Community‐Acquired Pneumonia on an Ambulatory Basis","year":2006,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Pneumonia; Community-acquired pneumonia; Ambulatory; Intensive care medicine; Adverse effect; Confounding; Pediatrics; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005171007,0.0003373245,0.0004350542,0.0007477292,0.00150105,0.0001385101,0.0001637222,0.0002131065,0.00005910627],"category_scores_gemma":[0.0001420943,0.0003010986,0.0003699148,0.0002054536,0.00008976956,0.0001565145,0.00001085159,0.0003155363,0.00003015389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001802484,"about_ca_system_score_gemma":0.00151672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003494038,"about_ca_topic_score_gemma":0.06665343,"domain_scores_codex":[0.9980764,0.0001907197,0.0004709796,0.0002906371,0.0002001326,0.0007711351],"domain_scores_gemma":[0.9970109,0.0001640566,0.0001321459,0.0005694777,0.0003286474,0.00179477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003660206,0.00592815,0.6440732,0.0003902423,0.001610252,0.002416516,0.004928856,0.001629472,0.1352027,0.00300159,0.1096702,0.0874886],"study_design_scores_gemma":[0.003519149,0.009883719,0.2868413,0.0001902047,0.0002570609,0.0001943388,0.0004768255,0.00004476785,0.00148063,0.0001691591,0.6964681,0.0004747055],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934962,0.000132501,0.0002741923,0.002807,0.0006882847,0.001431148,0.0003951805,0.0000549498,0.0007205163],"genre_scores_gemma":[0.9871278,0.00000272921,0.0003084237,0.009969223,0.001386165,0.0005142008,0.00002902273,0.00009286214,0.0005696025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.586798,"threshold_uncertainty_score":0.9999441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304262307258792,"score_gpt":0.2924140001294775,"score_spread":0.2619877694035983,"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."}}