{"id":"W7132884727","doi":"","title":"Temozolomide Chemoradiotherapy and Pneumocystis Pneumonia Prophylaxis","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"Canadian Centre for Applied Research in Cancer Control","keywords":"Temozolomide; Neutropenia; Pneumonia; Cohort; Chemoradiotherapy; Antibiotics; Antibiotic prophylaxis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009078766,0.00006479969,0.0001849552,0.00021458,0.000109471,0.0003367935,0.00008305039,0.0001784655,0.00140662],"category_scores_gemma":[0.004774746,0.00005115183,0.0003243514,0.0003572119,0.0001425058,0.0001552419,0.0001822173,0.0002919031,0.00007887457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008838906,"about_ca_system_score_gemma":0.0009158323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003222317,"about_ca_topic_score_gemma":0.005217563,"domain_scores_codex":[0.9994265,0.0002608145,0.00006168077,0.00005219724,0.0001365845,0.00006230722],"domain_scores_gemma":[0.9976619,0.0006613915,0.001392254,0.00004855783,0.00008264267,0.0001532684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006144164,0.0002526634,0.8509856,0.0004996742,0.001040692,0.0001709099,0.00009353746,0.001043151,0.001272068,0.0006764751,0.001552633,0.1362684],"study_design_scores_gemma":[0.0002745597,0.001734333,0.9912925,0.0001240391,0.0004731618,0.0004861346,0.00005394407,0.0009543772,0.0009461422,0.0003416485,0.003313432,0.00000581162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.981854,0.01194993,0.0004411229,0.00157762,0.00003233317,0.00004970007,0.0004189518,0.000006967058,0.003669359],"genre_scores_gemma":[0.9980534,0.001269449,0.0002331048,0.0001137125,0.00002413774,0.000008778568,0.0001008194,7.635944e-7,0.0001957645],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003222317,"threshold_uncertainty_score":0.006413102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012984606580021,"score_gpt":0.3364204579479397,"score_spread":0.3234358513679187,"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."}}