{"id":"W7037741050","doi":"","title":"An evaluation method for the evaluation of big data based streaming analytic clinical decision support systems","year":2020,"lang":"en","type":"dissertation","venue":"e-scholar@UOIT (University of Ontario Institute of Technology)","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Hyporeflexia; Diafiltration; TSG101; Proteogenomics; Articular cartilage damage; Dysgeusia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1300998,0.001803833,0.001357027,0.008788625,0.001998004,0.006553614,0.002115995,0.001691244,0.009240244],"category_scores_gemma":[0.2673254,0.0008263423,0.002064035,0.006432279,0.002747842,0.005693744,0.003694723,0.002072832,0.001134646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005363415,"about_ca_system_score_gemma":0.007858503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003507361,"about_ca_topic_score_gemma":0.002870783,"domain_scores_codex":[0.7897615,0.153682,0.01475097,0.004413705,0.03597836,0.001413468],"domain_scores_gemma":[0.6427829,0.2789169,0.01322023,0.01792789,0.04495452,0.002197493],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001761929,0.00107341,0.01524291,0.005980439,0.00100052,0.0003375386,0.006781733,0.03733037,0.004660808,0.3077205,0.01853139,0.5995785],"study_design_scores_gemma":[0.002053001,0.00503865,0.01702345,0.007677034,0.0009359697,0.0008230695,0.01295083,0.5339609,0.01673833,0.2675269,0.134712,0.0005598554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01329335,0.0005434199,0.9546159,0.0008847514,0.0002586445,0.009062758,0.001522749,0.001142092,0.01867642],"genre_scores_gemma":[0.07205788,0.0001749955,0.9144506,0.0001596622,0.00005360306,0.01133558,0.0005529732,0.0001672227,0.001047336],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8699002,"threshold_uncertainty_score":0.6880417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1242115081817701,"score_gpt":0.3427050684875033,"score_spread":0.2184935603057332,"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."}}