{"id":"W4396502049","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a3886","title":"Dyspnea in Adults With Undiagnosed Respiratory Symptoms","year":2024,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Ottawa Public Health","funders":"","keywords":"Respiratory system; Medicine; Computer science; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003434295,0.0002441029,0.0004271039,0.001010685,0.0005180893,0.0006712842,0.0002369574,0.0008150056,0.003593748],"category_scores_gemma":[0.002694183,0.0001961129,0.0004121837,0.0005710649,0.0002675338,0.0008183078,0.0006261957,0.0005578761,0.000340981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003031638,"about_ca_system_score_gemma":0.0004077466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00329899,"about_ca_topic_score_gemma":0.006003501,"domain_scores_codex":[0.9996007,0.00008671421,0.00006165741,0.00006661779,0.00007906164,0.0001053897],"domain_scores_gemma":[0.9992447,0.0001740383,0.0002603693,0.00001661158,0.00006920983,0.0002350406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007285221,0.00009929789,0.9952089,0.00003925699,0.00001413861,0.0008252558,0.0001029073,0.00001322083,0.0000973034,0.00003452129,0.000290502,0.003201854],"study_design_scores_gemma":[0.000008698326,0.00009298606,0.9973087,0.00004355294,0.00001521872,0.0018072,0.0003327264,0.00006717729,0.00001287397,0.00005194432,0.0002552411,0.000003694304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874775,0.004418452,0.00008280194,0.0007404339,0.0001122259,0.00004245605,0.000452165,0.000007523828,0.006666394],"genre_scores_gemma":[0.9975695,0.001117774,0.00007653927,0.0002715038,0.0001537027,0.00001199154,0.0003659636,0.000001473897,0.0004315996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003593748,"threshold_uncertainty_score":0.01202226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269384825290007,"score_gpt":0.2919316020057936,"score_spread":0.2792377537528935,"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."}}