{"id":"W4404114276","doi":"10.22541/au.173088752.21951590/v1","title":"Anaphylaxis to a blood feeding leech","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Leech Biology and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation","funders":"","keywords":"Leech; Anaphylaxis; Medicine; Immunology; Computer science; Allergy; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001191729,0.0001534684,0.0002443114,0.0001669739,0.00003736614,0.00002132488,0.0001222932,0.0003238694,0.0004369354],"category_scores_gemma":[0.00004448255,0.0001170981,0.0001260168,0.0002017573,0.00002790148,0.000004339123,0.0007036536,0.0007320588,0.001138909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003152909,"about_ca_system_score_gemma":0.0001237977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009316194,"about_ca_topic_score_gemma":0.00002722437,"domain_scores_codex":[0.9991058,0.000007282333,0.000173111,0.0004578584,0.00008764645,0.0001682806],"domain_scores_gemma":[0.9993218,0.00002733514,0.00002169253,0.0004314989,0.00005523297,0.0001424539],"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":[0.0002022824,0.001553144,0.01476422,0.004424893,0.004410185,0.0005274516,0.00252666,0.00002753439,0.2655702,0.1807722,0.4353465,0.08987478],"study_design_scores_gemma":[0.002190747,0.001522811,0.038412,0.003234735,0.002673604,0.0006791198,0.000757719,0.0004109799,0.2067365,0.1387208,0.6023738,0.002287182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7488313,0.0007918231,0.0007840513,0.03808449,0.0005788277,0.001145829,0.00005072362,0.0006343081,0.2090986],"genre_scores_gemma":[0.9692466,0.00004060076,0.008645533,0.001982474,0.0005573861,0.0002646777,0.00007007676,0.00002210079,0.01917054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2204153,"threshold_uncertainty_score":0.9996388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289896578133821,"score_gpt":0.3249653003899063,"score_spread":0.3020663346085681,"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."}}