{"id":"W3139051641","doi":"10.1515/dx-2021-0022","title":"COVID-19 and the Le Chatelier’s principle","year":2021,"lang":"en","type":"article","venue":"Diagnosis","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002193418,0.00008181531,0.0002133078,0.00002336773,0.001258493,0.00002154058,0.00008706885,0.0001220323,0.00128753],"category_scores_gemma":[0.007600925,0.00005335641,0.00003954099,0.0001551694,0.00006907734,0.000104214,0.0001294113,0.0003655879,0.0002142229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006680228,"about_ca_system_score_gemma":0.001560516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006000664,"about_ca_topic_score_gemma":0.003029122,"domain_scores_codex":[0.9966724,0.002370176,0.000313643,0.0002130611,0.0001445313,0.0002862196],"domain_scores_gemma":[0.9925171,0.006589263,0.0001549314,0.0003103809,0.0001046492,0.0003237257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009344258,0.0001022149,0.5407208,0.001687363,0.00008129354,0.00008905374,0.03055123,0.000003536267,0.00001144054,0.2711063,0.1421917,0.01336164],"study_design_scores_gemma":[0.001057954,0.000009477577,0.01376817,0.00005732449,0.00001062134,0.000005964964,0.005044404,0.0000161647,0.00002204729,0.0009605695,0.9789819,0.00006545796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2660294,0.01190481,0.0001293806,0.6675208,0.001543802,0.001434303,0.00006158892,0.0001380085,0.0512379],"genre_scores_gemma":[0.9477928,0.004864263,0.0001269988,0.04113275,0.0004123701,0.001109134,0.00001216117,0.00001714056,0.00453234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8367901,"threshold_uncertainty_score":0.9996254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1909652139701784,"score_gpt":0.5247726385191542,"score_spread":0.3338074245489758,"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."}}