{"id":"W1714914045","doi":"10.3233/jid-2005-9405","title":"ANALYSIS OF MEDICAL DEVICES DESIGN REQUIREMENTS","year":2005,"lang":"en","type":"article","venue":"Journal of Integrated Design and Process Science","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Systems engineering; Computer science; 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":[0.008439659,0.001201633,0.0007330386,0.006379839,0.001181922,0.00313291,0.00150306,0.001598771,0.004017291],"category_scores_gemma":[0.05244367,0.001067038,0.001621091,0.002264062,0.0009052132,0.002364209,0.001593317,0.001304403,0.001142217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002554018,"about_ca_system_score_gemma":0.004632222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003479261,"about_ca_topic_score_gemma":0.003333574,"domain_scores_codex":[0.9710108,0.006239454,0.002170507,0.00117632,0.01832821,0.001074699],"domain_scores_gemma":[0.9319211,0.043076,0.004561292,0.004335325,0.01568892,0.0004174879],"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":[0.001189735,0.001016118,0.04649579,0.006602573,0.000356859,0.007770204,0.02186893,0.1364741,0.0828676,0.1486911,0.01883003,0.527837],"study_design_scores_gemma":[0.0002166536,0.001116607,0.05477664,0.003114837,0.0005169458,0.007099411,0.01341087,0.4327823,0.1274859,0.05923435,0.2998482,0.0003973905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2707889,0.0009993021,0.632248,0.002633011,0.0001066192,0.003690153,0.005217428,0.001826317,0.0824903],"genre_scores_gemma":[0.6769214,0.0008606056,0.3016802,0.0003769857,0.00005406788,0.002276437,0.007238281,0.0007153693,0.009876608],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008439659,"threshold_uncertainty_score":0.04463375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2270138858544846,"score_gpt":0.5253957967589777,"score_spread":0.2983819109044931,"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."}}