{"id":"W2000536109","doi":"10.1046/j.1525-1497.2001.016009590.x","title":"Arterial blood gas and pulse oximetry in initial management of patients with community-acquired pneumonia","year":2001,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Pulse oximetry; Hypoxemia; Odds ratio; Comorbidity; Arterial blood; Confidence interval; Pneumonia; Community-acquired pneumonia; Internal medicine; Cardiology; Anesthesia","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":[0.00120981,0.001012491,0.001701029,0.002124442,0.001659999,0.001224885,0.0009890274,0.002604407,0.001762971],"category_scores_gemma":[0.01261615,0.0007192275,0.0007873133,0.0009707719,0.0005886048,0.001331865,0.0006434832,0.003292211,0.0004065605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270196,"about_ca_system_score_gemma":0.00175224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005293095,"about_ca_topic_score_gemma":0.01095823,"domain_scores_codex":[0.9990337,0.0002579982,0.000166452,0.00006700941,0.0002901502,0.0001846723],"domain_scores_gemma":[0.9968116,0.00107979,0.0003460481,0.00004964396,0.0004743378,0.001238546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005461838,0.001666901,0.8633733,0.000501177,0.0002209502,0.07062721,0.001272212,0.0009747044,0.002869227,0.0001272015,0.005152831,0.04775253],"study_design_scores_gemma":[0.00037557,0.004436958,0.9121394,0.0008714877,0.0003452043,0.06720632,0.005354534,0.004241886,0.001842465,0.0003435615,0.002735009,0.0001075862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687889,0.01535799,0.000727497,0.004981131,0.0006003967,0.0002665474,0.0002272798,0.00008774507,0.008962578],"genre_scores_gemma":[0.9938246,0.003306084,0.0009665203,0.0007439069,0.0004728603,0.00009267703,0.0001794646,0.000009962228,0.0004040111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005293095,"threshold_uncertainty_score":0.01052457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816549477630881,"score_gpt":0.2929176028771834,"score_spread":0.2747521081008746,"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."}}