{"id":"W3135140229","doi":"10.1111/resp.14027","title":"Letter from Canada: A pandemic that has humbled us?","year":2021,"lang":"en","type":"letter","venue":"Respirology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pandemic; Government (linguistics); Medicine; Coronavirus disease 2019 (COVID-19); Health care; Economic growth; Outbreak; Public health; Disease; Nursing; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001400218,0.0007366321,0.0009729276,0.0007616066,0.01279408,0.004641652,0.00200186,0.01369259,0.01363945],"category_scores_gemma":[0.01113456,0.0004297893,0.0006937654,0.001078947,0.003258346,0.001987196,0.001764535,0.01836471,0.003623057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03245,"about_ca_system_score_gemma":0.06762175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8528575,"about_ca_topic_score_gemma":0.8818553,"domain_scores_codex":[0.9978098,0.0002415014,0.0001229238,0.0002351003,0.0009724271,0.0006183022],"domain_scores_gemma":[0.9925095,0.0005552395,0.0002184234,0.00009078172,0.003901594,0.002724489],"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":[0.00002507545,0.00001093427,0.0009216467,0.00005552546,0.000008784933,0.001188942,0.0006070152,0.00001997274,0.00009706834,0.0003195638,0.9905822,0.006163291],"study_design_scores_gemma":[0.00003195559,0.00003220497,0.004552791,0.0004514656,0.00002249288,0.002682901,0.009022236,0.0001576324,0.0001518858,0.0007052802,0.982074,0.0001151807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001907606,0.004901308,0.00007730616,0.9616313,0.02329963,0.00004005457,0.0002779718,0.00007308347,0.007791623],"genre_scores_gemma":[0.01524458,0.005052064,0.0002521919,0.9420438,0.007789621,0.00002717472,0.0001505166,0.00006702155,0.02937302],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1471425,"threshold_uncertainty_score":0.296018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1414219548470843,"score_gpt":0.347370424850001,"score_spread":0.2059484700029168,"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."}}