{"id":"W3215234161","doi":"10.47326/ocsat.2021.02.51.1.0","title":"Critical Care Capacity During the COVID-19 Pandemic","year":2021,"lang":"en","type":"report","venue":"","topic":"Disaster Response and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Outbreak","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001563262,0.0003275287,0.0001271252,0.001030896,0.003397657,0.002036443,0.001068775,0.0009994393,0.0167122],"category_scores_gemma":[0.00516479,0.0003065513,0.0002365439,0.0009871922,0.0008682432,0.001557534,0.00368913,0.001555185,0.001845424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01548644,"about_ca_system_score_gemma":0.0403928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.559961,"about_ca_topic_score_gemma":0.7620036,"domain_scores_codex":[0.9979041,0.0001481273,0.00005266192,0.0001017009,0.0006256678,0.001167724],"domain_scores_gemma":[0.9933809,0.0004177663,0.0004810306,0.000102084,0.001874737,0.003743544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001692303,0.00021711,0.1635148,0.0005987051,0.00003759323,0.002128224,0.00927945,0.002563655,0.0009440743,0.009205359,0.7163927,0.09494919],"study_design_scores_gemma":[0.00005039769,0.0001505704,0.5352624,0.001517618,0.00001363384,0.0007088088,0.0269021,0.0008684963,0.0004013618,0.00182933,0.4322241,0.00007124994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3925944,0.008006949,0.0006503332,0.1650088,0.003260774,0.0008429721,0.0346369,0.0003483412,0.3946505],"genre_scores_gemma":[0.9053333,0.007846427,0.0008266939,0.0132214,0.001041402,0.0005303349,0.01465809,0.00005801441,0.05648448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.559961,"threshold_uncertainty_score":0.8852609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3557579472136406,"score_gpt":0.53518048033149,"score_spread":0.1794225331178494,"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."}}