{"id":"W1978322489","doi":"10.1001/jama.2014.8637","title":"Effect of Oximetry on Hospitalization in Bronchiolitis","year":2014,"lang":"en","type":"article","venue":"JAMA","topic":"Respiratory viral infections research","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Pulse oximetry; Bronchiolitis; Emergency department; Confidence interval; Odds ratio; Emergency medicine; Oxygen saturation; Oxygen therapy; Pediatrics; Anesthesia; Internal medicine; Respiratory system; Oxygen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002901417,0.0003799789,0.0007185329,0.0001555976,0.0001904062,0.0003975305,0.0003696219,0.0007086644,0.0009294327],"category_scores_gemma":[0.007737159,0.0002085885,0.0009989657,0.0001759485,0.0005603405,0.0003190576,0.0002936085,0.0008735595,0.00007201427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004601956,"about_ca_system_score_gemma":0.0006611493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008875592,"about_ca_topic_score_gemma":0.001192352,"domain_scores_codex":[0.9981542,0.001203972,0.0001545439,0.0001405021,0.0002293335,0.0001174611],"domain_scores_gemma":[0.9954266,0.002830718,0.0009981113,0.0001647972,0.0001479107,0.0004320089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7847166,0.009404765,0.06944329,0.00213134,0.003413825,0.0001110807,0.0001797084,0.001019677,0.005428926,0.0001434472,0.0006745394,0.1233328],"study_design_scores_gemma":[0.1344219,0.4166397,0.4342047,0.0006755224,0.003868249,0.0002658814,0.0001440603,0.002498574,0.005328489,0.0002825483,0.001627369,0.00004295759],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952099,0.00375247,0.0001546277,0.0001553337,0.0001210905,0.0001164586,0.00004753758,0.000006505526,0.0004361535],"genre_scores_gemma":[0.9987605,0.0007031195,0.0002067718,0.00006627638,0.00006838693,0.00007454702,0.00003139024,0.000001019061,0.00008814953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002901417,"threshold_uncertainty_score":0.01534438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131591692081347,"score_gpt":0.3386931589861695,"score_spread":0.327377242065356,"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."}}