{"id":"W2319923674","doi":"10.1080/312703003149","title":"W<scp>HAT ARE THE</scp>E<scp>MERGENCY</scp>D<scp>EPARTMENT</scp>O<scp>UTCOMES OF</scp>F<scp>AILED</scp>P<scp>REHOSPITAL</scp>I<scp>NTUBATIONS</scp>?","year":2004,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"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":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001993698,0.006561494,0.006444592,0.002554442,0.003402303,0.0008353458,0.006049948,0.002988006,0.0004626303],"category_scores_gemma":[0.01993121,0.00625852,0.005853011,0.007011089,0.002060248,0.003563422,0.002971967,0.004673937,0.004133845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002172927,"about_ca_system_score_gemma":0.002091271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363254,"about_ca_topic_score_gemma":0.001101098,"domain_scores_codex":[0.9681602,0.001365563,0.007572222,0.006878282,0.007406853,0.008616956],"domain_scores_gemma":[0.9729054,0.007207405,0.004817955,0.007324318,0.003454029,0.004290892],"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":[0.00002397555,0.007025836,0.318969,0.004062537,0.00568898,0.0007728635,0.06762291,0.002369253,0.00333677,0.004726226,0.5828444,0.002557204],"study_design_scores_gemma":[0.01128841,0.005532597,0.2675026,0.001904402,0.004139985,0.0002286221,0.2264563,0.0003777892,0.01804341,0.006120204,0.457706,0.0006996122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8019277,0.06560209,0.0003830645,0.0004567019,0.01076132,0.009383271,0.002925048,0.00220948,0.1063513],"genre_scores_gemma":[0.9100716,0.0191916,0.001027761,0.001693827,0.003204629,0.004222599,0.005620269,0.001746241,0.05322151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1588334,"threshold_uncertainty_score":0.9993278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434165396919804,"score_gpt":0.2605233228040094,"score_spread":0.2461816688348113,"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."}}