{"id":"W2898599437","doi":"10.1136/bmj.k4169","title":"Oxygen therapy for acutely ill medical patients: a clinical practice guideline","year":2018,"lang":"en","type":"article","venue":"BMJ","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":286,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Alberta Health Services; McMaster University; Health Sciences Centre; Impact","funders":"","keywords":"Oxygen therapy; Guideline; Intensive care medicine; Medicine; Clinical Practice; Medical practice; Medical therapy; Nursing; Internal medicine; Pathology","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":[0.01558379,0.001888991,0.004005396,0.005916188,0.001826558,0.003756939,0.005798888,0.01081358,0.005351725],"category_scores_gemma":[0.06078083,0.001746375,0.005358854,0.006162558,0.001663078,0.004334707,0.00271574,0.0107061,0.005488288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007361448,"about_ca_system_score_gemma":0.02696229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02768596,"about_ca_topic_score_gemma":0.05879187,"domain_scores_codex":[0.9829558,0.005946992,0.006370452,0.0007266724,0.003527259,0.0004727424],"domain_scores_gemma":[0.9557899,0.01226073,0.005576378,0.0008500495,0.02310026,0.002422748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001106347,0.0002482523,0.001245844,0.03591492,0.0005949077,0.0005633569,0.000647786,0.0009419529,0.0005752279,0.004477067,0.7382901,0.21639],"study_design_scores_gemma":[0.0006901921,0.0001895226,0.005541905,0.2833572,0.001758627,0.0008036693,0.0005484111,0.001459407,0.0004543274,0.01352003,0.6914931,0.0001834117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002345573,0.3250534,0.02151916,0.5769673,0.02110226,0.01138905,0.007343694,0.000772527,0.03350706],"genre_scores_gemma":[0.019445,0.5333394,0.228737,0.1709223,0.008539332,0.012823,0.01303033,0.0002721187,0.01289147],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02768596,"threshold_uncertainty_score":0.08241594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07914273971577986,"score_gpt":0.4651593098278423,"score_spread":0.3860165701120625,"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."}}