{"id":"W4254329830","doi":"10.1111/1742-6723.12615","title":"Abstract Submission","year":2016,"lang":"en","type":"article","venue":"Emergency Medicine Australasia","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University","funders":"","keywords":"Medicine; Family medicine","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":[0.0001513498,0.0001809607,0.000268635,0.0001242745,0.00008245499,0.000001237346,0.00008779622,0.00008801383,0.077976],"category_scores_gemma":[0.0001260828,0.00009586613,0.0001099821,0.0002756677,0.0001024996,0.0001128451,0.00001676687,0.000153717,0.0007065409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006907449,"about_ca_system_score_gemma":0.00006899344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008147545,"about_ca_topic_score_gemma":0.00001297745,"domain_scores_codex":[0.9985967,0.00001460057,0.0004374513,0.0002960325,0.000327956,0.000327289],"domain_scores_gemma":[0.9990687,0.00002473414,0.00008318483,0.0003696551,0.0001139732,0.0003396962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009382152,0.0001082641,0.1154471,0.00006702641,0.00005705373,0.00003971018,0.00007893144,1.636948e-7,0.4294234,0.0006196862,0.4379799,0.01608487],"study_design_scores_gemma":[0.001801788,0.0004496028,0.6294279,0.0003994223,0.0001208845,0.00009792423,0.00005987787,4.164705e-7,0.01593342,0.0003744527,0.3511691,0.0001652554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7794999,0.000299544,0.0002029336,0.0253038,0.002923422,0.0003626625,0.000005209372,0.0002270519,0.1911755],"genre_scores_gemma":[0.9467467,0.0008005538,0.00003435612,0.0001308864,0.001296596,0.00002635913,0.000005828529,0.00002636825,0.05093234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5139807,"threshold_uncertainty_score":0.9228669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04929247559067045,"score_gpt":0.3558531794048844,"score_spread":0.306560703814214,"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."}}