{"id":"W2465031858","doi":"10.1118/1.4958223","title":"TH‐EF‐BRC‐01: Process Mapping","year":2016,"lang":"en","type":"article","venue":"Medical Physics","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Fault tree analysis; Competence (human resources); Presentation (obstetrics); Principal (computer security); Process (computing); Computer science; Medical physics; Medical education; Psychology; Process management; Medicine; Engineering; Reliability engineering","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":[0.006820837,0.0009663606,0.0003330787,0.0005571234,0.0009787192,0.002847431,0.002237098,0.002399203,0.08205046],"category_scores_gemma":[0.005711215,0.0003631671,0.0005946703,0.0003713939,0.0009338786,0.002287406,0.002686124,0.001969788,0.02343849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392194,"about_ca_system_score_gemma":0.002629656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118424,"about_ca_topic_score_gemma":0.003704411,"domain_scores_codex":[0.9983734,0.0005776807,0.00004624298,0.0001961008,0.0004819958,0.0003244888],"domain_scores_gemma":[0.9963366,0.001224049,0.0001152423,0.0004146515,0.0009810932,0.0009284229],"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":[0.001034964,0.001624586,0.001440969,0.0007568807,0.00002166494,0.001187508,0.009376275,0.006734241,0.05486905,0.01482051,0.4140864,0.494047],"study_design_scores_gemma":[0.0001543953,0.001451792,0.003912921,0.0004286731,0.00001238966,0.001062469,0.006021236,0.008591044,0.01640469,0.008321743,0.9535301,0.0001085026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1080799,0.001045386,0.4213919,0.01790229,0.008162085,0.00401718,0.00103707,0.01012198,0.4282423],"genre_scores_gemma":[0.3014112,0.001059791,0.1981243,0.003982764,0.0008625115,0.001814249,0.001979168,0.002442899,0.4883231],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08205046,"threshold_uncertainty_score":0.2744861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068318794763235,"score_gpt":0.2983213909041733,"score_spread":0.2776382029565409,"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."}}