{"id":"W4295747815","doi":"10.1016/s0140-6736(22)01585-9","title":"The Lancet Commission on lessons for the future from the COVID-19 pandemic","year":2022,"lang":"en","type":"review","venue":"The Lancet","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":869,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Commission; Virology; Betacoronavirus; Coronavirus Infections; Medicine; Political science; Infectious disease (medical specialty); Law; Disease; Pathology; Outbreak","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":[0.008809485,0.001938178,0.002889644,0.002671937,0.001261934,0.005861461,0.002035693,0.01054582,0.02040194],"category_scores_gemma":[0.01795668,0.0005752624,0.001740564,0.003345405,0.0025807,0.006051392,0.004592011,0.01181847,0.006066009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006874295,"about_ca_system_score_gemma":0.03419322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01784285,"about_ca_topic_score_gemma":0.02494087,"domain_scores_codex":[0.9958373,0.001249471,0.000319676,0.0002526271,0.00168015,0.0006607884],"domain_scores_gemma":[0.9890471,0.005402016,0.0009962567,0.0002510898,0.002497061,0.001806387],"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":[0.0001404535,0.00003063933,0.0000892871,0.008610798,0.0001558811,0.00009865872,0.0001249181,0.0001973072,0.000152314,0.0294161,0.7622237,0.1987598],"study_design_scores_gemma":[0.00005277525,0.00002714125,0.0002327639,0.009019474,0.0000679505,0.00005769826,0.0001046461,0.00002221359,0.00004260425,0.009096029,0.9812571,0.00001951808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004977896,0.8896235,0.00009541025,0.08940683,0.01333067,0.00001635034,0.0002582477,0.0000342319,0.007184948],"genre_scores_gemma":[0.002492767,0.8996822,0.0004453783,0.08455811,0.006481069,0.00005988604,0.0002628598,0.00003581829,0.005981985],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02040194,"threshold_uncertainty_score":0.06825125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4991430836949962,"score_gpt":0.5326019128858412,"score_spread":0.03345882919084503,"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."}}