{"id":"W4281728333","doi":"10.1080/23328940.2022.2044740","title":"Human vulnerability and variability in the cold: Establishing individual risks for cold weather injuries","year":2022,"lang":"en","type":"review","venue":"Temperature","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cold stress; Hypothermia; Vulnerability (computing); Extreme Cold; Cold injury; Cold weather; Medicine; Biology; Physiology; Climatology; Geography; Computer security; Meteorology; Computer science","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":[0.0006799566,0.0007110524,0.001229502,0.001706934,0.0002411372,0.001082138,0.0006656519,0.001112473,0.003429314],"category_scores_gemma":[0.001423427,0.0001997059,0.0006798665,0.001200931,0.0005538629,0.0009966794,0.0007560758,0.001284709,0.001033838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004912281,"about_ca_system_score_gemma":0.001133467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493189,"about_ca_topic_score_gemma":0.001924346,"domain_scores_codex":[0.9996833,0.00008504525,0.00005131147,0.000062019,0.0000942177,0.00002402642],"domain_scores_gemma":[0.9994187,0.0003596042,0.0000762104,0.00001382195,0.0001050559,0.00002652669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000826835,0.00004800997,0.0007488456,0.03230248,0.0002310841,0.0001217681,0.0001449846,0.0003561672,0.0008241427,0.003827108,0.01842843,0.9428843],"study_design_scores_gemma":[0.00001501457,0.0001696901,0.006451218,0.02218504,0.0004270874,0.00205522,0.0002886562,0.000189432,0.0006728802,0.00496269,0.9625341,0.00004893773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001619915,0.998321,0.0001440964,0.0003701427,0.0002024927,0.000004315113,0.00001985757,0.000005305089,0.0007707734],"genre_scores_gemma":[0.001276008,0.9980013,0.0001202243,0.0001485676,0.0001720224,0.000005736596,0.00002339535,0.000001335302,0.0002514544],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003429314,"threshold_uncertainty_score":0.01147223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.14680897379897,"score_gpt":0.4206488000135266,"score_spread":0.2738398262145566,"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."}}