{"id":"W2086243131","doi":"10.1097/ccm.0b013e318275d061","title":"Participation of ICUs in Critical Care Pandemic Research","year":2013,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Respondent; Pandemic; Medicine; Preparedness; Intensive care; Nursing; Family medicine; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Political science; Disease","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05683718,0.0003195854,0.0005084322,0.001117083,0.002910339,0.002762226,0.001982788,0.001356151,0.006692109],"category_scores_gemma":[0.1614786,0.0005647237,0.000492367,0.0007793108,0.003007255,0.00224806,0.005515956,0.001298642,0.0009350133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001731163,"about_ca_system_score_gemma":0.009666532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169066,"about_ca_topic_score_gemma":0.002282754,"domain_scores_codex":[0.8659448,0.1149459,0.00566507,0.00229171,0.006294062,0.004858492],"domain_scores_gemma":[0.7515976,0.1513605,0.04632102,0.01195475,0.01377612,0.02498995],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007243312,0.0007978277,0.7187288,0.002507891,0.0002327697,0.000659841,0.1320801,0.0003534525,0.002074735,0.001927262,0.007988681,0.1319243],"study_design_scores_gemma":[0.0002252879,0.003099543,0.6685028,0.005743253,0.0001399435,0.001924928,0.2554314,0.0012176,0.001315498,0.003081887,0.0591703,0.0001474379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711882,0.002160117,0.00305669,0.01188085,0.0001520344,0.0009498103,0.0002747971,0.00006274828,0.01027479],"genre_scores_gemma":[0.9929456,0.000977581,0.001949004,0.002437199,0.0001382096,0.0008777379,0.0001296968,0.00001119588,0.0005337065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9431628,"threshold_uncertainty_score":0.3005874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3694267778519487,"score_gpt":0.6052532823122504,"score_spread":0.2358265044603017,"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."}}