{"id":"W4399603693","doi":"10.55752/amwa.2024.352","title":"Copilot — Essential AI Assistant to Medical Writers","year":2024,"lang":"en","type":"article","venue":"AMWA Journal","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foremost (Canada)","funders":"","keywords":"Workflow; Software deployment; Microsoft Office; Computer science; Certification; Work (physics); Computer security; World Wide Web; Management; Software engineering; Database; 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":[0.005973509,0.0009796194,0.0006083826,0.002094977,0.005895639,0.007391827,0.00199478,0.001672741,0.05642295],"category_scores_gemma":[0.04528688,0.0008642067,0.0003993903,0.001034002,0.001986771,0.006767088,0.008115422,0.003005451,0.04630318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001723882,"about_ca_system_score_gemma":0.005139526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009808055,"about_ca_topic_score_gemma":0.001847226,"domain_scores_codex":[0.9917138,0.00308122,0.0006722584,0.001507752,0.002416611,0.0006084616],"domain_scores_gemma":[0.9584802,0.0128353,0.003135082,0.003919469,0.008558497,0.01307152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004076792,0.0002641605,0.003306821,0.000452848,0.00001648664,0.002459784,0.02019001,0.0001582366,0.007154691,0.007308001,0.5635687,0.3947127],"study_design_scores_gemma":[0.00003860707,0.000100941,0.0009309371,0.0001722156,0.00000991018,0.003636099,0.005659943,0.000846985,0.002711045,0.002583991,0.9832577,0.00005171732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07530385,0.006758666,0.2798696,0.1163875,0.01350498,0.001455092,0.001601942,0.06362614,0.4414922],"genre_scores_gemma":[0.277252,0.003721091,0.2954324,0.02866745,0.005699118,0.00097643,0.002285114,0.007674526,0.3782918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05642295,"threshold_uncertainty_score":0.1887535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09899281879578649,"score_gpt":0.487969884611365,"score_spread":0.3889770658155785,"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."}}