{"id":"W2334306450","doi":"10.1213/ane.0b013e318220406a","title":"Phenylephrine and Tangible Bias","year":2011,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Phenylephrine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002255182,0.0004940992,0.0008183102,0.0003010553,0.00009304311,0.00004310613,0.0001818341,0.0008454343,0.0003404586],"category_scores_gemma":[0.00001563223,0.000411677,0.0002150498,0.0002107605,0.0001383361,0.00005629586,0.00002218535,0.001244838,0.0001949897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005713225,"about_ca_system_score_gemma":0.000122328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003772021,"about_ca_topic_score_gemma":0.000002296181,"domain_scores_codex":[0.9980015,0.00009024038,0.0003594574,0.0005922222,0.0004018441,0.0005547001],"domain_scores_gemma":[0.9987344,0.00008112599,0.000164186,0.0007458304,0.00009305056,0.0001814158],"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":[0.0001054833,0.00007995157,0.01445745,0.00051684,0.0003973403,0.01620491,0.000250971,9.989095e-8,0.0001041801,0.0002294027,0.9568162,0.01083715],"study_design_scores_gemma":[0.0006636001,0.0002993122,0.01125939,0.0003223071,0.0003132433,0.003905288,0.00001375624,0.00003070322,0.0002033691,0.0003386703,0.9822191,0.0004312778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1841014,0.004886753,0.00008042414,0.797771,0.0002503814,0.0008209899,0.000005550885,0.0005226874,0.01156075],"genre_scores_gemma":[0.04983985,0.002582812,0.002052863,0.8791341,0.01010914,0.0000879209,0.0004424732,0.0003919128,0.055359],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1342615,"threshold_uncertainty_score":0.9998335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991479456786241,"score_gpt":0.2580845146596769,"score_spread":0.2181697200918145,"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."}}