{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002752671,0.0004018471,0.0003046728,0.0007304254,0.000884536,0.002196149,0.0004140368,0.001068872,0.003971664],"category_scores_gemma":[0.01298179,0.0001111468,0.0003292983,0.000481787,0.001224365,0.001717645,0.001856164,0.001807182,0.0004346825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009305218,"about_ca_system_score_gemma":0.002363038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005990252,"about_ca_topic_score_gemma":0.0008835538,"domain_scores_codex":[0.9961149,0.001935092,0.0002975276,0.0002107896,0.001151457,0.0002902523],"domain_scores_gemma":[0.9937608,0.002320488,0.002219592,0.0003222248,0.0006654708,0.0007114645],"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":[0.0003955063,0.001251451,0.1365944,0.002504914,0.0002729177,0.01135663,0.008737098,0.001639431,0.003877724,0.123702,0.02533382,0.6843342],"study_design_scores_gemma":[0.0002748754,0.004396354,0.2178142,0.008050363,0.0004377617,0.1370231,0.01929552,0.007937321,0.005985312,0.1968614,0.4017096,0.0002142458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.338113,0.1384053,0.05545885,0.2586509,0.002053408,0.001153805,0.000321707,0.0002706237,0.2055724],"genre_scores_gemma":[0.936488,0.03072229,0.01175931,0.006395925,0.003396562,0.0002330414,0.00007701788,0.0000221092,0.01090569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003971664,"threshold_uncertainty_score":0.01455772,"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."}}