{"id":"W4402315119","doi":"10.1002/sta4.70000","title":"A Joint Temporal Model for Hospitalizations and ICU Admissions Due to COVID‐19 in Quebec","year":2024,"lang":"en","type":"article","venue":"Stat","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de Recherche du Québec - Santé; Institut de Valorisation des Données","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Joint (building); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Demography; Virology; Outbreak; Sociology; Internal medicine; Engineering; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00217487,0.0006286192,0.0007846734,0.001305952,0.0008985696,0.001692488,0.002442964,0.001392627,0.007395414],"category_scores_gemma":[0.005543231,0.0005647191,0.001024353,0.001582663,0.0009965991,0.0007594216,0.0007593858,0.001216475,0.0006910981],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01142919,"about_ca_system_score_gemma":0.007373301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9349682,"about_ca_topic_score_gemma":0.8819977,"domain_scores_codex":[0.9991729,0.0002270103,0.00003781125,0.0002220583,0.00008715354,0.0002530347],"domain_scores_gemma":[0.9963784,0.001820434,0.0005290828,0.0001603655,0.0008532729,0.0002585397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004049576,0.0002005958,0.1623764,0.0001020798,0.0004674036,0.0005913033,0.000485267,0.7832553,0.0009878407,0.02594086,0.009288949,0.01589907],"study_design_scores_gemma":[0.00003680787,0.00003267945,0.02605143,0.00002720596,0.00006748441,0.00004652826,0.0001446729,0.9690095,0.00007659123,0.002293141,0.002181237,0.0000327955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8942551,0.0014746,0.06251178,0.005496374,0.0001576154,0.0001913452,0.02512706,0.0004478203,0.01033829],"genre_scores_gemma":[0.9742833,0.0004011717,0.004305626,0.0001931028,0.0000475056,0.0001056129,0.005366003,0.00004025608,0.01525735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9885708,"threshold_uncertainty_score":0.1308295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0441442977239963,"score_gpt":0.3535457784377864,"score_spread":0.3094014807137901,"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."}}