{"id":"W4393851864","doi":"10.25071/2r8fh898","title":"Welcome to our EP Week 2022 Newsletter","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003118064,0.0001475633,0.000280764,0.0007081571,0.001612315,0.00001159922,0.0005616882,0.00004677812,0.02891565],"category_scores_gemma":[0.0001123884,0.0001448591,0.0001288041,0.0006152258,0.000004211048,0.0001689412,0.0001309025,0.0009847067,0.0005837174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007251741,"about_ca_system_score_gemma":0.000865781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01691252,"about_ca_topic_score_gemma":0.04694047,"domain_scores_codex":[0.9961649,0.001275926,0.001122492,0.0001976502,0.000476955,0.0007620573],"domain_scores_gemma":[0.9976794,0.00004499091,0.0005503677,0.00033235,0.0001829978,0.001209865],"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":[0.00002421922,0.00001885398,0.01537146,0.0001555817,0.0001030953,0.0004973508,0.003048541,0.0002242643,0.000006379601,0.002432589,0.9728944,0.005223287],"study_design_scores_gemma":[0.0002499895,0.0002360589,0.01549775,0.0000475437,0.00002942216,0.0000116192,0.02196562,0.000005756919,2.071737e-7,0.0002147827,0.9615981,0.0001431759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1111726,0.00288939,0.001100438,0.5587577,0.1232778,0.003081497,0.0002791062,0.00003915542,0.1994022],"genre_scores_gemma":[0.877105,0.0001805016,0.0005940318,0.01585982,0.003550223,0.0002235608,0.00001042509,0.00006417496,0.1024123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7659324,"threshold_uncertainty_score":0.9996874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1545845769721667,"score_gpt":0.4465232981113565,"score_spread":0.2919387211391898,"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."}}