{"id":"W2143505087","doi":"10.1086/502660","title":"Reply to Weinberg, to Hughes, and to Limper","year":2006,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Medicine; MEDLINE","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":[0.008151594,0.00166277,0.002395968,0.001431289,0.003091963,0.005996111,0.004293939,0.02503589,0.008352097],"category_scores_gemma":[0.06186652,0.00110408,0.001370305,0.001319075,0.004405125,0.008266147,0.002834339,0.04715317,0.006121191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003588597,"about_ca_system_score_gemma":0.006635943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004124364,"about_ca_topic_score_gemma":0.004744831,"domain_scores_codex":[0.9955838,0.0009029332,0.0005288874,0.001008192,0.001493909,0.0004823455],"domain_scores_gemma":[0.9743602,0.0126093,0.001568426,0.0008273377,0.006875285,0.003759439],"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":[0.00001339933,0.000006711826,0.00004778346,0.00004566741,0.000004602846,0.0001128421,0.00004976714,0.00001139032,0.00002221506,0.0005219756,0.997062,0.002101574],"study_design_scores_gemma":[0.0000500248,0.00004062436,0.0006179283,0.000550012,0.00002506767,0.0009540528,0.0003988762,0.0001779676,0.0001838521,0.00387003,0.9930582,0.00007344702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001109147,0.003704456,0.0001162105,0.7834146,0.2120233,0.000007053824,0.00005611801,0.00003910576,0.0005281682],"genre_scores_gemma":[0.001502855,0.002332597,0.0001865785,0.8244879,0.1684519,0.00002803504,0.00002533407,0.00004811103,0.002936651],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02503589,"threshold_uncertainty_score":0.04311025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850912248276023,"score_gpt":0.3418422450286813,"score_spread":0.3233331225459211,"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."}}