{"id":"W3143247257","doi":"","title":"Question: Can you identify this condition?","year":2012,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abdomen; Asymptomatic; Physical examination; Medicine; Physical exam; Computer science; Radiology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001109059,0.0001624136,0.0002447923,0.0001755485,0.0001733849,0.00003269685,0.00009296248,0.00009261628,0.0001086765],"category_scores_gemma":[0.00001209455,0.0001646247,0.0001000909,0.0002433555,0.00009951811,0.00016892,0.00001009409,0.0001690783,0.0007062625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002680295,"about_ca_system_score_gemma":0.0004144173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02139085,"about_ca_topic_score_gemma":0.006352027,"domain_scores_codex":[0.9988532,0.00003067071,0.0001645093,0.0001893329,0.0001957196,0.0005665672],"domain_scores_gemma":[0.9986594,0.00001250003,0.00004282535,0.0003289326,0.0000791738,0.0008771958],"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":[0.00002005542,0.0003946547,0.04059213,0.0001638454,0.0003263085,0.0002140049,0.001390859,0.000002099242,0.004874911,0.05153625,0.8462191,0.05426576],"study_design_scores_gemma":[0.0006510081,0.00009673092,0.4455618,0.0001236946,0.0001271479,0.00001729005,0.001010894,0.0000107051,0.0001940204,0.001237905,0.5506328,0.0003360361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4337575,0.00218531,0.000007795576,0.004694581,0.0008374551,0.0003280583,0.0001376928,0.00008118168,0.5579705],"genre_scores_gemma":[0.9165862,0.00002390894,0.00004736971,0.07781792,0.0005772426,0.00002150924,0.0002280208,0.00003099169,0.004666843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5533036,"threshold_uncertainty_score":0.9851258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779931454680866,"score_gpt":0.2757524186638456,"score_spread":0.2579531041170369,"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."}}