{"id":"W3113203559","doi":"10.1503/cmaj.1095909","title":"Should Canada aim for #CovidZero?","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Action (physics); Feeling; Coronavirus; Coronavirus Infections; Computer science; Medicine; Disease; Virology; Psychology; Infectious disease (medical specialty); Social psychology; Outbreak; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003432369,0.0006824453,0.0006348904,0.001054299,0.01427451,0.009188869,0.002798089,0.0226881,0.09483673],"category_scores_gemma":[0.01419039,0.0005207426,0.001283309,0.001370716,0.004531954,0.004667734,0.004119017,0.01185619,0.01945406],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04169909,"about_ca_system_score_gemma":0.3295154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9432832,"about_ca_topic_score_gemma":0.9753484,"domain_scores_codex":[0.9948127,0.0002693998,0.0001487829,0.0003316213,0.002029939,0.002407515],"domain_scores_gemma":[0.9732526,0.0008801495,0.0003226781,0.0003157635,0.008314756,0.01691408],"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":[0.00001249633,0.0000147169,0.0005040749,0.00004203926,0.000004764779,0.0000765525,0.00007798075,0.00001710913,0.00006011106,0.003430804,0.9875975,0.008161806],"study_design_scores_gemma":[0.00002773819,0.00001251069,0.001804726,0.0001721652,0.000008192475,0.00004672652,0.0006641123,0.0000387624,0.00008600478,0.001957177,0.9951465,0.00003537586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008641682,0.002701273,0.0001834547,0.9424823,0.01269599,0.00005037955,0.00120184,0.0002369307,0.03958364],"genre_scores_gemma":[0.01116104,0.004667144,0.001611573,0.8122891,0.002610746,0.00007317781,0.001313242,0.0002664312,0.1660076],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9583009,"threshold_uncertainty_score":0.3172605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208465713965515,"score_gpt":0.4079432232870812,"score_spread":0.2870966518905296,"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."}}