{"id":"W3153631471","doi":"10.1097/sla.0000000000004882","title":"Re-emerging Historical Clinical Signs","year":2021,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Anxiety; Health care; Witness; Isolation (microbiology); Disease; Pandemic; Coronavirus disease 2019 (COVID-19); Family medicine; Medical emergency; Psychiatry; Economic growth; Law","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":[0.006211565,0.0009442852,0.001040193,0.0042873,0.004998759,0.009082003,0.002365795,0.006821626,0.03207703],"category_scores_gemma":[0.02464823,0.0004772933,0.0006637331,0.003538061,0.01221694,0.01601529,0.00694222,0.01745897,0.009088128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007096421,"about_ca_system_score_gemma":0.006814903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003179914,"about_ca_topic_score_gemma":0.005998664,"domain_scores_codex":[0.9958345,0.001612296,0.0004353559,0.0007080046,0.0008793954,0.0005304902],"domain_scores_gemma":[0.9879224,0.004635077,0.0009247764,0.00135602,0.002784622,0.002377088],"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":[0.0001022608,0.00009174895,0.002208112,0.001307092,0.00002514331,0.003567984,0.006592692,0.0001507569,0.0003158323,0.2203459,0.5840034,0.1812891],"study_design_scores_gemma":[0.000004041489,0.00001709103,0.0004168384,0.001816627,0.000006079156,0.00278832,0.002203558,0.00003756486,0.00005501531,0.01939853,0.9732387,0.00001764906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005071069,0.2822776,0.003462536,0.5242113,0.06817163,0.00008060724,0.0005366832,0.0002095189,0.115979],"genre_scores_gemma":[0.1307637,0.4012459,0.006702049,0.2723565,0.1143377,0.0002276547,0.001172247,0.0004619333,0.0727323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03207703,"threshold_uncertainty_score":0.1073083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7245426556334225,"score_gpt":0.546463326734523,"score_spread":0.1780793288988994,"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."}}