{"id":"W2994792007","doi":"10.1111/resp.13737","title":"Twenty‐five years of <i>Respirology</i>: Advances in respiratory infections and tuberculosis","year":2019,"lang":"en","type":"article","venue":"Respirology","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Procalcitonin; Internal medicine; Pneumonia; Tuberculosis; Intensive care medicine; Sepsis; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003185008,0.0001621712,0.0005323692,0.0006167565,0.00004209151,0.000004613227,0.00007538158,0.0002918998,0.0001694764],"category_scores_gemma":[0.0001994621,0.0001585837,0.0001066323,0.0004324151,0.0003004806,0.0001458066,0.00007952668,0.0003929054,0.0001069919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004438945,"about_ca_system_score_gemma":0.0001091839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003832373,"about_ca_topic_score_gemma":0.0001785543,"domain_scores_codex":[0.9984936,0.0001945979,0.0004422321,0.0003888412,0.0001405989,0.0003401425],"domain_scores_gemma":[0.9990036,0.0002873214,0.0001358028,0.0003791026,0.00007047458,0.0001236262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001214855,0.0002567026,0.9112588,0.0001032913,0.00005232156,0.00004050363,0.0001609994,0.0001440973,0.07959466,0.0009099023,0.00008842498,0.007268829],"study_design_scores_gemma":[0.002009092,0.00196159,0.7924718,0.00004750535,0.00005922525,0.00008037946,0.00006741141,0.00003288556,0.0007100344,0.0002883026,0.2021333,0.000138485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989534,0.002276522,0.00000868452,0.0007386837,0.0003211227,0.0004421824,0.000009307892,0.00004390376,0.006625589],"genre_scores_gemma":[0.9963921,0.0006910088,0.00001657374,0.002530376,0.00007809909,0.00004891868,0.000002925556,0.00002228959,0.0002177548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2020449,"threshold_uncertainty_score":0.6466855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007134217300852912,"score_gpt":0.2761163454247441,"score_spread":0.2689821281238912,"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."}}