{"id":"W1584680332","doi":"","title":"Regulations and Patient Management Software","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; York University; University of Toronto","funders":"","keywords":"Medical software; Domain (mathematical analysis); Software; Medical device; Software system; Computer science; Software engineering; Risk analysis (engineering); Software construction; Engineering; Business; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003989954,0.0000645116,0.00008249254,0.00008296231,0.0001558478,0.00001740078,0.00003398962,0.00009948027,0.00004577884],"category_scores_gemma":[0.00002092357,0.00004685385,0.00004054892,0.00008984082,0.0001486618,0.00004109833,0.00002293937,0.001508962,0.000005743574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008951356,"about_ca_system_score_gemma":0.0003293771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005405385,"about_ca_topic_score_gemma":0.00008972339,"domain_scores_codex":[0.9989154,0.00001191848,0.0001480599,0.0001022009,0.0002378611,0.0005845574],"domain_scores_gemma":[0.999654,0.000012909,0.00005465614,0.0001018811,0.00006095901,0.0001156261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003081989,0.00006374215,0.0009772775,0.00001535126,0.000101373,0.00000688325,0.0001257907,0.000001251575,0.0009125824,0.3602511,0.0001389028,0.6373749],"study_design_scores_gemma":[0.001774032,0.000626574,0.06151363,0.00006979395,0.0001649899,0.002847991,0.001039522,0.0002786706,0.000121012,0.8806137,0.05077251,0.0001775066],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439508,0.001795811,0.01733291,0.03387019,0.000568357,0.000324568,0.00000145239,0.0000627619,0.002093104],"genre_scores_gemma":[0.9948888,0.001125094,0.002339317,0.0002748778,0.0001516708,0.000002531944,0.000005070118,0.0000100586,0.001202625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6371974,"threshold_uncertainty_score":0.6555773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005108026228429352,"score_gpt":0.2453694886562494,"score_spread":0.24026146242782,"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."}}