{"id":"W2111189180","doi":"10.1186/cc10229","title":"Supplementary oxygen for nonhypoxemic patients: O2 much of a good thing?","year":2011,"lang":"en","type":"review","venue":"Critical Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Queen's University","funders":"","keywords":"Hyperoxia; Medicine; Hypoxemia; Hypocapnia; Hypoxic pulmonary vasoconstriction; Oxygen; Anesthesia; Perfusion; Oxygen therapy; Oxygen transport; Oxygenation; Cardiology; Intensive care medicine; Internal medicine; Vasoconstriction; Lung; Acidosis; Hypercapnia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001047345,0.0002602997,0.001233496,0.0001215248,0.00005380288,0.000008884177,0.000116236,0.0002891925,0.0002637662],"category_scores_gemma":[0.0004991003,0.0001985331,0.0009039216,0.0001127218,0.0001141692,0.00003454098,0.00006828475,0.0002472565,0.00001466103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305927,"about_ca_system_score_gemma":0.0002409555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002963512,"about_ca_topic_score_gemma":0.000006404111,"domain_scores_codex":[0.9985417,0.0000600829,0.0005491256,0.0003281091,0.0002380628,0.0002829755],"domain_scores_gemma":[0.998522,0.0003503125,0.00008597766,0.0003207536,0.0005606073,0.0001602826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009516252,0.0002510101,0.0006617058,0.264031,0.0003349087,0.00001477675,0.001407513,6.588293e-9,0.000001169925,0.004398069,0.01151509,0.7172896],"study_design_scores_gemma":[0.0007181594,0.0002850957,0.00008751051,0.008624891,0.003849042,0.000003219749,0.0006661486,2.953199e-7,0.000004477716,0.0001655583,0.9853871,0.0002085085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006092552,0.9907246,0.00005740464,0.00005219093,0.00149334,0.001742974,0.003805541,0.00002095676,0.002042083],"genre_scores_gemma":[0.003759386,0.9797709,0.001621676,0.0001831988,0.0009913624,0.000408297,0.01311112,0.0001052608,0.00004882802],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.973872,"threshold_uncertainty_score":0.8095945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04635628726133856,"score_gpt":0.3779514610612386,"score_spread":0.3315951737999,"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."}}