{"id":"W4400883003","doi":"10.1001/jamainternmed.2024.3050","title":"Clinical Evaluations of Early Warning Scores","year":2024,"lang":"en","type":"letter","venue":"JAMA Internal Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; MEDLINE; Medical physics; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004480853,0.0005521744,0.001162591,0.001297354,0.003023113,0.00329222,0.001189408,0.02541966,0.00673012],"category_scores_gemma":[0.03618199,0.0005696828,0.0007770616,0.00101596,0.001419376,0.001370224,0.0008832979,0.01775243,0.005066056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004627332,"about_ca_system_score_gemma":0.006009136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758312,"about_ca_topic_score_gemma":0.03350135,"domain_scores_codex":[0.9948026,0.002423979,0.0007230419,0.0003387076,0.001192938,0.0005188432],"domain_scores_gemma":[0.981659,0.01106715,0.0008977612,0.0004809909,0.003524188,0.002370928],"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":[0.0002105001,0.0001122235,0.01042958,0.00004279662,0.00002545576,0.003533576,0.0001247127,0.00008012688,0.0002189611,0.002984271,0.961135,0.02110294],"study_design_scores_gemma":[0.001035459,0.0004028214,0.04029715,0.00173348,0.0001443145,0.009237467,0.001351611,0.004037645,0.0008172236,0.0262659,0.9144593,0.0002175054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002007348,0.0009598957,0.0001658283,0.968541,0.009045676,0.00003463277,0.0002001704,0.00003738943,0.01900804],"genre_scores_gemma":[0.02255477,0.0009590714,0.0006509789,0.9281879,0.03714387,0.0001072402,0.0001334769,0.00003374409,0.01022891],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02541966,"threshold_uncertainty_score":0.03496158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1936352431081146,"score_gpt":0.4733259130741601,"score_spread":0.2796906699660455,"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."}}