{"id":"W2328869402","doi":"10.1097/01.eem.0000424134.43652.0c","title":"Breaking News","year":2012,"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":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003491694,0.0003164489,0.0005635655,0.0001659203,0.0001740116,0.000001131565,0.0001315841,0.0001054171,0.019392],"category_scores_gemma":[0.0006754758,0.00022472,0.0001948437,0.0005619682,0.0001142282,0.000196986,0.00007594858,0.0002898496,0.0003813792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004952038,"about_ca_system_score_gemma":0.00003298725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007717026,"about_ca_topic_score_gemma":0.0001145107,"domain_scores_codex":[0.9976486,0.00005515045,0.0007415821,0.000319347,0.0004901299,0.0007451981],"domain_scores_gemma":[0.9986779,0.00004075445,0.0001499557,0.0005060016,0.0001716258,0.0004537259],"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":[0.00003948562,0.0001145308,0.2222271,0.0001005749,0.0001282276,0.000007412288,0.002165885,2.20212e-7,0.002902908,0.001024072,0.7595813,0.01170831],"study_design_scores_gemma":[0.0008811663,0.0002732862,0.03866687,0.0001569435,0.0003310511,0.00005667466,0.002640625,0.000005892425,0.0003117466,0.0001611074,0.9562541,0.0002605706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1522215,0.07075093,0.0007442718,0.02043704,0.0185737,0.0007385464,0.000007598744,0.0003898247,0.7361366],"genre_scores_gemma":[0.9116231,0.03132606,0.0007716815,0.00365109,0.01896556,0.00008938584,0.0001043688,0.0001116324,0.03335718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7594016,"threshold_uncertainty_score":0.9815044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.051792793669654,"score_gpt":0.3551446508357285,"score_spread":0.3033518571660745,"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."}}