{"id":"W4404840290","doi":"10.32920/27926340","title":"2023 Society for Academic Emergency Medicine Consensus Conference on Precision Emergency Medicine: Development of a policy-relevant, patient-centered research agenda","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"","keywords":"Precision medicine; Consensus conference; Political science; Engineering ethics; Medicine; Engineering; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.195576,0.001890318,0.002876213,0.007462508,0.006972358,0.01466669,0.01042911,0.03617385,0.04173445],"category_scores_gemma":[0.2142419,0.001818476,0.0053293,0.005114523,0.006052867,0.01268026,0.0238491,0.03112799,0.02050062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01786872,"about_ca_system_score_gemma":0.1302932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00866204,"about_ca_topic_score_gemma":0.01224199,"domain_scores_codex":[0.8862399,0.05992658,0.01776971,0.004888503,0.02366575,0.007509535],"domain_scores_gemma":[0.6706044,0.08486922,0.01569274,0.01167184,0.1638327,0.05332904],"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":[0.00008960917,0.0001053714,0.0005384545,0.002063711,0.00006899577,0.0002226669,0.0008234431,0.0002857088,0.0002923275,0.01626075,0.9204953,0.05875378],"study_design_scores_gemma":[0.0001046218,0.0000441446,0.0007548119,0.007300579,0.00005366644,0.000160654,0.001602332,0.0002757483,0.0002497968,0.01773516,0.9716489,0.00006955028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0005146507,0.009775276,0.006836512,0.9139523,0.05297984,0.0009037902,0.000654593,0.0001369729,0.01424606],"genre_scores_gemma":[0.03014033,0.04081849,0.0976757,0.7241047,0.04839835,0.008326639,0.00662072,0.0007739582,0.04314119],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.195576,"threshold_uncertainty_score":0.991998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3203790211089486,"score_gpt":0.4854321458016989,"score_spread":0.1650531246927503,"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."}}