{"id":"W4313379578","doi":"10.1111/acem.14652","title":"Hot off the press: <scp>SGEM</scp>#383: Tommy can you hear me—Deaf and hard‐of‐hearing patients in the ED","year":2023,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Audiology; Emergency department; Hearing loss; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322602,0.0007212748,0.0007418714,0.00094693,0.002680677,0.00362919,0.001021486,0.006185197,0.2469574],"category_scores_gemma":[0.01624474,0.0003991956,0.0006801867,0.0006974294,0.001654673,0.003028555,0.001948626,0.005607441,0.1044776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341415,"about_ca_system_score_gemma":0.001612419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00622169,"about_ca_topic_score_gemma":0.01795712,"domain_scores_codex":[0.9991373,0.0002914575,0.00008340018,0.00006259247,0.0002879965,0.0001372579],"domain_scores_gemma":[0.9886735,0.005196966,0.0006204425,0.0002531728,0.002911069,0.002344789],"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":[0.00000679983,0.000004048389,0.00004867553,0.00002349166,8.518082e-7,0.00002241917,0.00001930174,0.000001214941,0.00000970261,0.00004398043,0.9981555,0.001663935],"study_design_scores_gemma":[0.00006095205,0.00004673556,0.002602312,0.0006999282,0.00001131614,0.0002561373,0.001267611,0.00003327428,0.0001180436,0.0004495242,0.9944265,0.00002770689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001557961,0.00539447,0.0002891175,0.634088,0.2377017,0.0001650613,0.001710725,0.0009308244,0.1181622],"genre_scores_gemma":[0.01280964,0.0097813,0.0004292548,0.5263126,0.1494795,0.0003113477,0.001097173,0.0007221833,0.2990569],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2469574,"threshold_uncertainty_score":0.8261547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08554023716117135,"score_gpt":0.371959179163992,"score_spread":0.2864189420028206,"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."}}