{"id":"W4386580010","doi":"10.1097/01.eem.0000724564.10452.46","title":"Special Report","year":2020,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005633375,0.0008322151,0.0006787831,0.001468911,0.0009477499,0.003126009,0.00128755,0.002079074,0.7537521],"category_scores_gemma":[0.005024553,0.0003102471,0.0006311114,0.001172377,0.0003621736,0.002253836,0.002218688,0.002000207,0.6269176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006566763,"about_ca_system_score_gemma":0.001660049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009310964,"about_ca_topic_score_gemma":0.00116722,"domain_scores_codex":[0.9993091,0.00008683255,0.00006924711,0.0001524889,0.0002704342,0.0001120259],"domain_scores_gemma":[0.9973453,0.000296956,0.0001629821,0.0002805822,0.000960188,0.0009540765],"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":[0.00001596963,0.00002025278,0.0002475663,0.00007143612,0.000001876832,0.0002098503,0.00001691299,0.00001317515,0.00006365705,0.000675095,0.9550436,0.04362063],"study_design_scores_gemma":[0.000009231527,0.00001315487,0.0003736475,0.0001060842,0.000001831789,0.0008730687,0.00003886028,0.00002242533,0.00004520175,0.0004613239,0.9980515,0.000003535984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001487966,0.003958918,0.001648246,0.01524677,0.0692262,0.0004118506,0.008695341,0.002087946,0.8972367],"genre_scores_gemma":[0.007967728,0.004479512,0.001279372,0.009224191,0.01650598,0.0001832515,0.007346526,0.0009144285,0.952099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2462479,"threshold_uncertainty_score":0.3512427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07091228652450687,"score_gpt":0.3299464785039323,"score_spread":0.2590341919794255,"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."}}