{"id":"W1503117290","doi":"10.1109/ictma.1988.669593","title":"Towards Ultra Reliable Medical Systems","year":2005,"lang":"en","type":"article","venue":"","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Computer science","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":[0.004790286,0.0006191912,0.0007430766,0.001156183,0.0005807904,0.001559402,0.001421014,0.001198364,0.004167024],"category_scores_gemma":[0.01270467,0.0009875449,0.0008100626,0.0004110977,0.002389419,0.003207073,0.005434848,0.002830693,0.001401014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005719319,"about_ca_system_score_gemma":0.0007652683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000269845,"about_ca_topic_score_gemma":0.000288484,"domain_scores_codex":[0.9972995,0.001013421,0.0001544691,0.0002630841,0.001110152,0.0001594117],"domain_scores_gemma":[0.9916371,0.004092399,0.000567881,0.002234241,0.001212282,0.0002560795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000365891,0.00006333123,0.0009387287,0.0008246015,0.0001183207,0.0003747079,0.001111621,0.05283095,0.03403987,0.7226167,0.005792782,0.1809226],"study_design_scores_gemma":[0.00006659841,0.000313189,0.000490483,0.0002432655,0.0001076999,0.000407987,0.0002085463,0.2320595,0.0297122,0.6858522,0.05049239,0.00004594241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009211405,0.0010528,0.9830754,0.001062801,0.0002423806,0.00004687215,0.00004250474,0.0008788558,0.004386895],"genre_scores_gemma":[0.4373441,0.001617315,0.5499225,0.0008799891,0.0004392669,0.0002329441,0.0001759218,0.0004356357,0.008952362],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004790286,"threshold_uncertainty_score":0.02533376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651539831031223,"score_gpt":0.3042101407995164,"score_spread":0.2776947424892042,"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."}}