{"id":"W7129058079","doi":"10.5935/2965-1980.2023v2n4p503-509","title":"PACIENTE COM FORMA EXCLUSIVAMENTE PULMONAR DE DOENÇA RELACIONADA AO IGG4","year":2023,"lang":"","type":"article","venue":"BRAD Cases.","topic":"Medical research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Aneurysm; Complication; Respiratory disease; Computed tomography; Pulmonary artery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001195764,0.0005700263,0.0007577995,0.0004900134,0.0006447369,0.0001130932,0.0004297098,0.0003525252,0.004299389],"category_scores_gemma":[0.003496171,0.0004837515,0.0004093723,0.001617834,0.0005118431,0.000280123,0.0005607714,0.001041817,0.007205358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000928292,"about_ca_system_score_gemma":0.001599555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157809,"about_ca_topic_score_gemma":0.0001000331,"domain_scores_codex":[0.9929028,0.000292514,0.000795957,0.0008988757,0.002485672,0.00262425],"domain_scores_gemma":[0.9944577,0.001055275,0.0001855296,0.001053226,0.0001955581,0.003052758],"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":[0.002597163,0.002539475,0.03426183,0.001425958,0.00131482,0.1855393,0.001185691,0.000009044278,0.001125652,0.002699184,0.5571077,0.2101942],"study_design_scores_gemma":[0.01919115,0.00471634,0.04446182,0.002756506,0.0007896717,0.005931898,0.001835468,0.01237811,0.002211068,0.002076884,0.9025515,0.00109957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179526,0.01484452,0.0005774189,0.03062277,0.003199118,0.003614377,0.001152216,0.0006237392,0.02741322],"genre_scores_gemma":[0.914167,0.00875111,0.00009438668,0.001809685,0.0005841728,0.0001629954,0.000646522,0.0000979117,0.07368618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3454438,"threshold_uncertainty_score":0.9997614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05681692852289907,"score_gpt":0.3604928087546982,"score_spread":0.3036758802317991,"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."}}