{"id":"W4246313027","doi":"10.1017/s1481803500003171","title":"CAEP/ACMU 2014 Scientific Abstracts, May 31 to June 4, 2014, Ottawa, Ontario","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Ottawa Hospital; Canadian Association of Emergency Physicians; Saint John Regional Hospital; Dalhousie University; Université Laval","funders":"China Academy of Engineering Physics","keywords":"Medicine; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002188789,0.0002141334,0.0003180044,0.0004267367,0.0002199765,0.00002797325,0.0007094138,0.0001849228,0.003119907],"category_scores_gemma":[0.001409836,0.0001672207,0.0001371745,0.000211682,0.000336965,0.00001060358,0.00004598023,0.0003281198,0.0002409169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157719,"about_ca_system_score_gemma":0.002234146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03194289,"about_ca_topic_score_gemma":0.6344789,"domain_scores_codex":[0.9973826,0.00005658679,0.001025975,0.0002665954,0.0005794486,0.0006887947],"domain_scores_gemma":[0.9961196,0.00001799933,0.0002855046,0.000483177,0.0007608391,0.002332932],"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":[0.00001907289,0.00001684938,0.003968877,0.00003292918,0.00004700857,0.00001180827,0.0003691582,0.00003452434,0.03134129,0.00002227594,0.961304,0.002832216],"study_design_scores_gemma":[0.0004680786,0.0009140496,0.01137391,0.00006606659,0.00003308386,0.00002148693,0.0001460228,0.00001126966,0.003321882,0.00008811342,0.983363,0.0001930414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889844,0.004649832,0.002355478,0.01926285,0.03930749,0.0004287647,0.00006114618,0.000008269962,0.04494172],"genre_scores_gemma":[0.9010386,0.0006570115,0.001242539,0.0009961694,0.004345623,0.000005578047,0.0001550059,0.00004203232,0.09151746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.602536,"threshold_uncertainty_score":0.9977913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03477981318959939,"score_gpt":0.3077471357316895,"score_spread":0.2729673225420901,"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."}}