{"id":"W2334716900","doi":"10.1097/01.eem.0000360572.26735.19","title":"Not Enough EPs: What Now?","year":2009,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007410804,0.0008920302,0.001029189,0.001052385,0.004016761,0.00952828,0.001516232,0.009227902,0.04005226],"category_scores_gemma":[0.04081712,0.0004729268,0.0008916453,0.001108105,0.004162135,0.02162758,0.003109644,0.01440459,0.01411663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004155334,"about_ca_system_score_gemma":0.01067479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00843494,"about_ca_topic_score_gemma":0.01660059,"domain_scores_codex":[0.9948651,0.001423659,0.0005929236,0.0005327071,0.001628373,0.0009573597],"domain_scores_gemma":[0.9630404,0.00823998,0.002447192,0.001282757,0.01353598,0.01145362],"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":[0.00006857923,0.00005255409,0.001963176,0.0005281061,0.00001726415,0.0005662839,0.0003563441,0.00003901595,0.00006987763,0.005142709,0.8589361,0.13226],"study_design_scores_gemma":[0.00004349545,0.0001029379,0.002808319,0.006466851,0.00003853689,0.002645166,0.006664862,0.00008183515,0.000142578,0.01698123,0.9639533,0.00007080115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007268805,0.03129915,0.0002842103,0.9323604,0.02860972,0.000009187614,0.0001195253,0.00009285739,0.006498095],"genre_scores_gemma":[0.02388691,0.1180903,0.001477999,0.7958977,0.03692482,0.00005692738,0.0004960536,0.0002414823,0.02292784],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04005226,"threshold_uncertainty_score":0.1339882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04280822958988026,"score_gpt":0.3458992162851778,"score_spread":0.3030909866952975,"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."}}