{"id":"W4401834964","doi":"10.1093/cid/ciae430","title":"Reply to Hao and He","year":2024,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Library science; Medicine; History; Family medicine; Computer science","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":[0.01013951,0.001355918,0.003189292,0.001754806,0.00183988,0.004502877,0.004180501,0.0188076,0.01294555],"category_scores_gemma":[0.1073774,0.0009820478,0.001958423,0.001512985,0.002589901,0.005700391,0.002570759,0.03109512,0.007549638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002338391,"about_ca_system_score_gemma":0.0053961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002942238,"about_ca_topic_score_gemma":0.002680812,"domain_scores_codex":[0.9950363,0.001617785,0.0007842128,0.000852239,0.001311503,0.0003979637],"domain_scores_gemma":[0.9553832,0.02261198,0.003137383,0.001155588,0.01441553,0.003296229],"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":[0.00002688291,0.00000618466,0.0001512124,0.0002085209,0.00003648583,0.0001340148,0.00005209534,0.00002388802,0.00002258803,0.000313857,0.9959953,0.003028846],"study_design_scores_gemma":[0.0002043666,0.00006118119,0.001058026,0.0019101,0.0001665382,0.001918877,0.0004472824,0.0003289908,0.000311034,0.004762012,0.9886844,0.0001472718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001576977,0.006008531,0.0001660522,0.8730751,0.1198879,0.00001632173,0.0002151096,0.000057084,0.0004162523],"genre_scores_gemma":[0.002062706,0.004323061,0.0002783166,0.8667091,0.1240593,0.00007658665,0.00009480143,0.00004996694,0.002346133],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0188076,"threshold_uncertainty_score":0.0536235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102943958013338,"score_gpt":0.3790403679064362,"score_spread":0.3480109283263029,"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."}}