{"id":"W3024971622","doi":"10.1017/cem.2020.369","title":"Don't forget our dual public health crises","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Content (measure theory); Action (physics); Public health; Dual (grammatical number); World Wide Web; Advertising; Computer science; Nursing; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001955597,0.0002479621,0.0007861972,0.0003323896,0.0009124985,0.000003473372,0.0004553621,0.0001708933,0.007379687],"category_scores_gemma":[0.003397013,0.0001958335,0.0001219081,0.0009159195,0.00005902264,0.0002382001,0.00002838394,0.001203834,0.0001330421],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005223749,"about_ca_system_score_gemma":0.008248779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03001995,"about_ca_topic_score_gemma":0.08815794,"domain_scores_codex":[0.9948964,0.0006341715,0.002232882,0.0002312374,0.0005268698,0.001478492],"domain_scores_gemma":[0.9904097,0.00009259876,0.001176457,0.0002476625,0.0009509983,0.007122541],"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":[0.00002035839,0.000008459731,0.07515845,0.0002885795,0.00003748638,0.00007987492,0.01232925,0.00000447302,0.000008346788,0.001004153,0.909743,0.001317602],"study_design_scores_gemma":[0.0008941293,0.0009553934,0.005460033,0.0005964423,0.00002407987,0.00001034612,0.05289746,0.00002162079,7.020918e-7,0.000329498,0.9386651,0.0001452279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06038316,0.01745739,0.0004127253,0.8790913,0.02707713,0.0007205965,0.00006593348,0.00004717502,0.01474457],"genre_scores_gemma":[0.955715,0.002269415,0.0002584784,0.02890935,0.01031551,0.00001014415,0.00002544687,0.00005722833,0.002439425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8953319,"threshold_uncertainty_score":0.9973735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3851946086702236,"score_gpt":0.5062389656319684,"score_spread":0.1210443569617448,"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."}}