{"id":"W4214910287","doi":"10.1515/bmt-2019-6017","title":"FT Usability and Risk Management","year":2019,"lang":"en","type":"article","venue":"Biomedizinische Technik/Biomedical Engineering","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children; SickKids Foundation","funders":"","keywords":"Usability; Computer science; Risk management; Human–computer interaction; Business","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005832537,0.000293206,0.0004526828,0.0004122947,0.00005103758,0.00002461233,0.0001771057,0.000277582,0.0002693469],"category_scores_gemma":[0.0001440253,0.0002488572,0.0001234708,0.0006709569,0.000192634,0.0001010741,0.0002010295,0.000473316,0.0002177625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005994572,"about_ca_system_score_gemma":0.00003443044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002282766,"about_ca_topic_score_gemma":6.419953e-7,"domain_scores_codex":[0.9978902,0.00001591252,0.0004095353,0.00054689,0.000611621,0.0005258933],"domain_scores_gemma":[0.9987783,0.00008734644,0.00006531549,0.0005709697,0.00003408571,0.0004639784],"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":[0.0007003038,0.003277367,0.1778657,0.01160698,0.003083924,0.0009013335,0.0008889717,0.00005078798,0.1992733,0.0132598,0.02609384,0.5629977],"study_design_scores_gemma":[0.004455463,0.000839315,0.0646231,0.0004559572,0.0003875183,0.0001881651,0.0003705351,0.007715065,0.00200328,0.0001713464,0.9180499,0.0007403169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705982,0.001493253,0.0133357,0.001733204,0.0007903352,0.00163696,0.00003398643,0.00138697,0.008991346],"genre_scores_gemma":[0.9629925,0.001452974,0.03411862,0.0002473914,0.0002103793,0.00007993329,0.00005995542,0.00007283402,0.0007654036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8919561,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004685413066185688,"score_gpt":0.2255463201895225,"score_spread":0.2208609071233368,"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."}}