{"id":"W4402207913","doi":"10.3138/cjms.v11i2.9","title":"Sonography Canada: Recommended Resources for COVID-19","year":2020,"lang":"en","type":"article","venue":"˜The œCanadian journal of medical sonography.","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Virology; Pathology; Outbreak","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002858476,0.001327423,0.001816819,0.006469328,0.002861025,0.005100377,0.004135124,0.007234219,0.5033084],"category_scores_gemma":[0.03225239,0.001202745,0.00114771,0.007229282,0.001510803,0.001866195,0.0027439,0.00368456,0.2999361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0104219,"about_ca_system_score_gemma":0.08619548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6931185,"about_ca_topic_score_gemma":0.8183104,"domain_scores_codex":[0.9962965,0.0005016139,0.0003409854,0.0002198726,0.002140911,0.0005002056],"domain_scores_gemma":[0.9284474,0.006322271,0.00133011,0.00154821,0.05358735,0.00876458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001700962,0.00001836756,0.00009166156,0.000132006,0.000001829001,0.00002395467,0.000005072497,0.00003512338,0.00002670247,0.0002022433,0.9807628,0.0186832],"study_design_scores_gemma":[0.00006299966,0.00001685769,0.0019172,0.0005983061,0.000008907185,0.00009489134,0.0000731936,0.0001390405,0.00009316351,0.0006487842,0.9963116,0.00003505493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007583195,0.01117938,0.006327081,0.09446716,0.0122519,0.003614874,0.1239153,0.01024229,0.7372438],"genre_scores_gemma":[0.007408767,0.01721138,0.02317348,0.04937339,0.004310288,0.002190009,0.08489624,0.004247901,0.8071886],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5033084,"threshold_uncertainty_score":0.7084703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06815362072850979,"score_gpt":0.3377176961567901,"score_spread":0.2695640754282803,"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."}}