{"id":"W1447087673","doi":"10.1155/2006/325087","title":"Factors Associated with Length of Stay in Hospital for Suspected Community‐Acquired Pneumonia","year":2006,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Pfizer Canada; Bayer Canada; Fondation pour la Recherche Médicale; Pfizer; Bristol-Myers Squibb Canada; Abbott Canada; Bristol-Myers Squibb","keywords":"Medicine; Pneumonia; Community-acquired pneumonia; Emergency medicine; Intensive care medicine; Community hospital; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003410986,0.0002656459,0.0002497825,0.0004159949,0.0004391739,0.0004246595,0.000302734,0.0004109639,0.001567347],"category_scores_gemma":[0.003252889,0.0001526463,0.0002796086,0.0005205029,0.0003395076,0.0002726291,0.0002654152,0.0007768613,0.0001179307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008135759,"about_ca_system_score_gemma":0.001348466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03822248,"about_ca_topic_score_gemma":0.05130526,"domain_scores_codex":[0.9996552,0.0000585893,0.00003758078,0.00004295864,0.0001062349,0.00009953893],"domain_scores_gemma":[0.9970191,0.0003868305,0.00147451,0.00004895072,0.0003485725,0.0007220577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004068427,0.00001817558,0.99936,0.000004409302,0.00001432702,0.00006360799,0.00002131883,0.00002819012,0.00006165256,0.000003048345,0.00005861731,0.0003259713],"study_design_scores_gemma":[0.000003212603,0.00006268953,0.9994726,0.000004628751,0.000007513197,0.0001877938,0.00009227463,0.000112728,0.00001262015,0.000004267114,0.0000377458,0.000002055564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994759,0.0001600408,0.00002818968,0.00007278465,0.000004872066,0.000004151701,0.0001049926,0.000002835078,0.0001462281],"genre_scores_gemma":[0.9996712,0.00004118982,0.00003903126,0.00001730108,0.000006786129,0.000002518573,0.0001751582,7.865004e-7,0.0000460566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03822248,"threshold_uncertainty_score":0.07600003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423408034357545,"score_gpt":0.2616148418020347,"score_spread":0.2273807614584593,"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."}}