{"id":"W2278073420","doi":"10.1016/j.annemergmed.2016.01.002","title":"Let’s “Take ’Em Down” With a Ketamine Blow Dart","year":2016,"lang":"en","type":"letter","venue":"Annals of Emergency Medicine","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lions Gate Hospital","funders":"","keywords":"Ketamine; Medicine; Sedation; Emergency department; Anesthesia; Medical emergency; Intensive care medicine; Psychiatry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001238646,0.0006632381,0.001364876,0.0005770474,0.00009819269,0.000003026721,0.0007852225,0.001145527,0.07439732],"category_scores_gemma":[0.0006108949,0.0003706866,0.0002969293,0.0005025454,0.000330331,0.00005175259,0.00005548772,0.0015644,0.0007156478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001563657,"about_ca_system_score_gemma":0.0001521822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005284334,"about_ca_topic_score_gemma":0.00009196736,"domain_scores_codex":[0.99453,0.0004031575,0.001633332,0.0009986467,0.001285515,0.001149415],"domain_scores_gemma":[0.9957811,0.0004900803,0.0009053323,0.001703606,0.0008320387,0.000287825],"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":[0.0001275602,0.00006273572,0.00009516727,0.0002421217,0.0004783901,0.002868589,0.001140833,9.597101e-8,0.0000334752,0.00003507179,0.9386597,0.05625621],"study_design_scores_gemma":[0.0007832542,0.001589448,0.001726781,0.002113457,0.0001150246,0.0001911058,0.0002958784,5.959504e-7,0.00001285666,0.00063343,0.9921041,0.0004340667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01282929,0.005299976,0.0001238361,0.9198827,0.01109655,0.0005523116,0.0002189931,0.00009878909,0.04989757],"genre_scores_gemma":[0.02787958,0.006649456,0.0001056982,0.688974,0.05354699,0.0001812569,0.0006719977,0.0003854361,0.2216055],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2309086,"threshold_uncertainty_score":0.9998745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2207568923627174,"score_gpt":0.4589186051349634,"score_spread":0.238161712772246,"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."}}