{"id":"W4285005016","doi":"10.1111/myc.13495","title":"Real‐world effectiveness of antifungal prophylaxis with posaconazole as the primary agent in patients with haematological malignancies","year":2022,"lang":"en","type":"article","venue":"Mycoses","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Inimex Pharmaceuticals (Canada); Achieve Life Sciences (Canada)","funders":"","keywords":"Posaconazole; Medicine; Internal medicine; Antifungal; Chemotherapy; Induction chemotherapy; Amphotericin B; Dermatology","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":[0.002339383,0.0001594258,0.0003088977,0.0003190496,0.0003333284,0.0009927565,0.0003857777,0.000439634,0.0006606049],"category_scores_gemma":[0.01337873,0.0001560558,0.000473065,0.0006568175,0.0003522003,0.0005993259,0.0005984107,0.0006543812,0.00008992982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406442,"about_ca_system_score_gemma":0.001119275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003172009,"about_ca_topic_score_gemma":0.004833471,"domain_scores_codex":[0.9971694,0.001340751,0.0004594802,0.0003157473,0.0004526518,0.0002619845],"domain_scores_gemma":[0.9897787,0.002096779,0.00663499,0.0002716071,0.0004471711,0.0007707612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001069026,0.0002855386,0.9890375,0.00008939383,0.0001212037,0.00007809102,0.0001542812,0.0002697419,0.0001359097,0.00003426174,0.00025168,0.00847327],"study_design_scores_gemma":[0.0001014202,0.001674374,0.9961489,0.00005402807,0.00007611328,0.0002898,0.0004219245,0.0005792762,0.0001736029,0.00003429575,0.000434785,0.00001149825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988256,0.0005720065,0.00003801345,0.0001328575,0.000006953332,0.00002206807,0.0001304335,0.000001979916,0.0002700813],"genre_scores_gemma":[0.9995412,0.0001633625,0.00007624664,0.00005781744,0.00000941748,0.00001365759,0.0001201689,5.913533e-7,0.00001764466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003172009,"threshold_uncertainty_score":0.01237196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008755200162124364,"score_gpt":0.2369986906997756,"score_spread":0.2282434905376513,"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."}}