{"id":"W4387320505","doi":"10.36017/jahc20191423","title":"Periculo Procuratio: Managment Risk","year":2020,"lang":"en","type":"article","venue":"Journal of Advanced Health Care","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dillon Consulting","funders":"","keywords":"Technician; Risk management; Business; Health risk; Medical emergency; Medicine; Risk analysis (engineering); Environmental health; Political science; Finance; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.000131693,0.00006161082,0.0002341427,0.00003428536,0.00008248119,0.000005973834,0.00003908533,0.00002942366,0.00003923346],"category_scores_gemma":[0.0002483394,0.00004588322,0.00006339067,0.00009824216,0.00001197335,0.0001719718,0.000006226638,0.0003265115,0.000009507569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958309,"about_ca_system_score_gemma":0.0004380312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005980652,"about_ca_topic_score_gemma":0.000003637148,"domain_scores_codex":[0.9992341,0.00005106903,0.0003460893,0.00008347502,0.0001564412,0.0001287985],"domain_scores_gemma":[0.998737,0.00003216887,0.0006488648,0.0000592126,0.0002430011,0.0002797321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003875393,0.0003159296,0.06741294,0.002644551,0.0002991105,0.0002066574,0.08279638,0.00421838,0.00134281,0.0001367913,0.0835131,0.753238],"study_design_scores_gemma":[0.003908859,0.009630586,0.1718379,0.0003725403,0.0002013437,0.0007454104,0.08172085,0.0001903311,0.0002726125,0.00004830499,0.7308959,0.0001752716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8134046,0.01692715,0.001135718,0.1666228,0.0007542079,0.000414899,0.000004607314,0.00001755176,0.0007184854],"genre_scores_gemma":[0.9717751,0.004428441,0.01395339,0.009103056,0.0006775904,0.000003268972,0.000006364249,0.000009594773,0.000043205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7530627,"threshold_uncertainty_score":0.1871063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966164194808003,"score_gpt":0.3643089293580214,"score_spread":0.3446472874099414,"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."}}