{"id":"W6960249530","doi":"10.1371/journal.pdig.0000179.t003","title":"Diagnostic performance of four LTx referral policies.","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referral; Guideline; Patient referral; MEDLINE","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":[0.003328834,0.001329707,0.001362256,0.002142978,0.0004486542,0.001697633,0.002179736,0.002140677,0.03423014],"category_scores_gemma":[0.02214194,0.0003714219,0.002206412,0.002028321,0.000308671,0.000809145,0.001180299,0.001613822,0.01899267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002612753,"about_ca_system_score_gemma":0.002393284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03922343,"about_ca_topic_score_gemma":0.08361933,"domain_scores_codex":[0.9975451,0.0006052279,0.0003922605,0.0009393624,0.0003138832,0.0002040254],"domain_scores_gemma":[0.9935852,0.003549274,0.0008294994,0.000713104,0.001047302,0.0002757012],"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":[0.001082274,0.0001242388,0.05657097,0.003230954,0.0007948298,0.0001109519,0.00007232354,0.00328101,0.0002597523,0.00111328,0.9156271,0.01773239],"study_design_scores_gemma":[0.00310758,0.0003869671,0.1789141,0.004816009,0.002326039,0.001226439,0.000405857,0.01638761,0.00215004,0.005697233,0.7843572,0.0002249572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002914449,0.0005575255,0.0002252052,0.0002565007,0.00004818136,0.00003258758,0.9947023,0.0001893353,0.001074038],"genre_scores_gemma":[0.007703128,0.0001589542,0.0007179279,0.0001541488,0.00001981507,0.0001067245,0.9901853,0.0000525943,0.0009014306],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03922343,"threshold_uncertainty_score":0.1145113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08032251544160526,"score_gpt":0.2602075690962901,"score_spread":0.1798850536546849,"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."}}