{"id":"W4235952699","doi":"10.1007/978-0-387-39940-9_3217","title":"ORA-SS Data Model","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"Artificial Intelligence in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","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":[0.002228804,0.001180794,0.001078153,0.002441851,0.0008574623,0.005764987,0.003528399,0.001212659,0.0346662],"category_scores_gemma":[0.007990201,0.0005226646,0.002423336,0.003245721,0.0006573977,0.005859203,0.002978351,0.001753272,0.03660691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232024,"about_ca_system_score_gemma":0.004131494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008463267,"about_ca_topic_score_gemma":0.006172054,"domain_scores_codex":[0.9974303,0.0003769122,0.0004632957,0.0005179754,0.001018512,0.0001930819],"domain_scores_gemma":[0.9965642,0.0003870065,0.0001160995,0.001529917,0.00129353,0.0001093101],"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":[0.00072767,0.0002660399,0.003496024,0.001272999,0.0001638142,0.0004449713,0.0003114578,0.02386704,0.006713828,0.248212,0.339871,0.3746532],"study_design_scores_gemma":[0.0000702369,0.0000830333,0.000423718,0.0002256149,0.00009460624,0.0003546667,0.0001449863,0.09449559,0.006762112,0.08857919,0.8086995,0.00006678826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005121824,0.001157984,0.7915505,0.002777233,0.001520528,0.00139939,0.08390767,0.03768712,0.07487764],"genre_scores_gemma":[0.09723967,0.002595275,0.6105593,0.002508917,0.0005738882,0.002215069,0.1871695,0.005915486,0.09122294],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0346662,"threshold_uncertainty_score":0.11597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2355735075189957,"score_gpt":0.4469466718144485,"score_spread":0.2113731642954527,"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."}}