{"id":"W4225087503","doi":"10.3399/bjgp22x719321","title":"Southgate’s sign","year":2022,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Sign (mathematics); Medicine; Data science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001230653,0.0005799275,0.0007634865,0.00102861,0.002494395,0.006289362,0.001121353,0.007267796,0.7619636],"category_scores_gemma":[0.01090572,0.0004658285,0.0007479994,0.0007882025,0.001177842,0.002751329,0.003794919,0.006606753,0.5589302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315334,"about_ca_system_score_gemma":0.004160695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005911192,"about_ca_topic_score_gemma":0.0197421,"domain_scores_codex":[0.998693,0.0001783227,0.00007017239,0.0001689946,0.0006229075,0.0002666408],"domain_scores_gemma":[0.9964693,0.0006641484,0.000131442,0.000382626,0.0009684322,0.001384034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000120982,0.000006699885,0.00003088803,0.00002290577,0.000001154218,0.00004493548,0.00001180588,0.000006896562,0.00003178263,0.001256537,0.9886303,0.00994402],"study_design_scores_gemma":[0.000006882476,0.000004400015,0.00009947131,0.00004474451,0.000001010032,0.00002821242,0.00004277775,0.000007184242,0.00002521056,0.0005438388,0.9991934,0.000002904981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0003245066,0.001296721,0.0002321411,0.04765586,0.06009912,0.00006588223,0.000673599,0.000394943,0.8892573],"genre_scores_gemma":[0.0008843215,0.0002282945,0.0000592853,0.007293316,0.001455026,0.00001709007,0.00008881328,0.0001060131,0.9898678],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7619636,"threshold_uncertainty_score":0.33953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006857067206098,"score_gpt":0.2733543515813165,"score_spread":0.2632857809092556,"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."}}