{"id":"W3139707582","doi":"10.1186/s12889-021-10676-1","title":"Behavioral changes before lockdown and decreased retail and recreation mobility during lockdown contributed most to controlling COVID-19 in Western countries","year":2021,"lang":"en","type":"article","venue":"BMC Public Health","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vlaamse regering; Vlaams Supercomputer Centrum","keywords":"Medicine; Demography; Pandemic; Coronavirus disease 2019 (COVID-19); Recreation; Epidemiology; Transmission (telecommunications); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Population; Incidence (geometry); Biostatistics; Environmental health; Demographic economics; Internal medicine; Infectious disease (medical specialty); Economics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004368073,0.0003132583,0.001086798,0.0001722184,0.0004750711,0.0001532164,0.0001311425,0.0002003591,0.0000556283],"category_scores_gemma":[0.02491551,0.0002737282,0.00004798773,0.0005239226,0.000172414,0.0001732651,0.0002915248,0.0002629411,0.000002407067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001431282,"about_ca_system_score_gemma":0.001346358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004062397,"about_ca_topic_score_gemma":0.09206788,"domain_scores_codex":[0.9962168,0.0009506448,0.0008812024,0.0007828905,0.0003226812,0.0008457276],"domain_scores_gemma":[0.9948444,0.003113576,0.0003187107,0.000421429,0.0003072296,0.0009946204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001577365,0.0002244495,0.9930283,0.001034512,0.00002455036,0.00001921175,0.002408108,0.00001311356,0.00003219676,0.001346162,0.0001851128,0.001526563],"study_design_scores_gemma":[0.005377605,0.0004703659,0.968789,0.000235268,0.00004512668,0.00003778914,0.00196883,0.0008271814,0.00004410434,0.004754945,0.01696606,0.0004837494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346616,0.001319404,0.007432044,0.05471785,0.00004933809,0.00141915,0.0002103909,0.0001820308,0.000008200117],"genre_scores_gemma":[0.9893869,0.0004534304,0.002525643,0.00703126,0.00008418779,0.0003071123,0.00008598383,0.00002540624,0.000100132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08800548,"threshold_uncertainty_score":0.9999715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2383887534528474,"score_gpt":0.4353920297276636,"score_spread":0.1970032762748162,"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."}}