{"id":"W4393858297","doi":"10.1016/s2542-5196(24)00030-5","title":"A critical review of the effectiveness of electric fans as a personal cooling intervention in hot weather and heatwaves","year":2024,"lang":"en","type":"review","venue":"The Lancet Planetary Health","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Health Canada; University of the Witwatersrand, Johannesburg","keywords":"Evaporative cooler; Environmental science; Air conditioning; Climate change; Intervention (counseling); Meteorology; Engineering; Psychology; Geography; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00353114,0.001173772,0.003791715,0.003526981,0.0003443417,0.001514257,0.00171375,0.001557576,0.006154704],"category_scores_gemma":[0.00961435,0.0005760869,0.003129812,0.003877628,0.0005712351,0.001307399,0.0007755646,0.001432179,0.0008694929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733415,"about_ca_system_score_gemma":0.004029493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004036088,"about_ca_topic_score_gemma":0.008545336,"domain_scores_codex":[0.9986537,0.0003921489,0.0004292303,0.000141582,0.0003139774,0.000069519],"domain_scores_gemma":[0.9942367,0.004380055,0.000524161,0.00008200484,0.0006898763,0.00008713202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003780453,0.00004142827,0.0001195563,0.563264,0.00148249,0.00007060351,0.0001345195,0.0001823479,0.0003866771,0.001043915,0.01864567,0.4142508],"study_design_scores_gemma":[0.0002190444,0.0004519222,0.002681128,0.4990505,0.009638765,0.0005755951,0.0002122711,0.00009290647,0.0004154929,0.001059043,0.4855512,0.00005220619],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004867148,0.999524,0.00001805665,0.0001287101,0.0001075245,0.000009882289,0.00002361428,0.000001885856,0.0001376637],"genre_scores_gemma":[0.0006562736,0.9988688,0.00007956463,0.0002133655,0.0000637323,0.00001839745,0.00002906998,0.000001416916,0.00006932143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006154704,"threshold_uncertainty_score":0.02058959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08482431061280354,"score_gpt":0.4225822275578434,"score_spread":0.3377579169450399,"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."}}