{"id":"W2565600943","doi":"10.1136/thoraxjnl-2016-209512","title":"Androgen deprivation therapy for prostate cancer and the risk of hospitalisation for community-acquired pneumonia","year":2016,"lang":"en","type":"article","venue":"Thorax","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Prostate cancer; Community-acquired pneumonia; Androgen deprivation therapy; Pneumonia; Cohort; Internal medicine; Proportional hazards model; Incidence (geometry); Cohort study; Population; Lung cancer; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005995316,0.00006817497,0.0001546535,0.0000302051,0.0001624813,0.000008503747,0.00004877299,0.00003220742,0.000005551497],"category_scores_gemma":[0.00009865519,0.00002967518,0.0000501291,0.00005642064,0.0001885005,0.00005815475,0.00001532092,0.00003187723,3.394842e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000395885,"about_ca_system_score_gemma":0.00005702506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002210195,"about_ca_topic_score_gemma":0.00002866629,"domain_scores_codex":[0.9994996,0.00008493175,0.0001229691,0.00008354083,0.00008977312,0.0001191707],"domain_scores_gemma":[0.9991678,0.0003669646,0.00009121474,0.0001763103,0.0001678216,0.00002989854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01984696,0.0001786434,0.2641871,0.0002616438,0.000521344,3.233671e-7,0.006671112,0.000001654949,0.09958354,0.0008690156,0.0005006159,0.6073781],"study_design_scores_gemma":[0.07546408,0.003964879,0.4284925,0.0004806334,0.0004862145,0.000004363445,0.001196108,0.0007863886,0.4486356,0.03033867,0.009867853,0.0002827169],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893243,0.001967117,0.0006472896,0.005315708,0.00003711195,0.002466786,0.0001934841,0.00001463264,0.00003356858],"genre_scores_gemma":[0.9915179,0.006636235,0.0002457958,0.00005995682,0.0000481293,0.0008638466,0.00004134466,0.00001397472,0.0005728411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6070954,"threshold_uncertainty_score":0.1249692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04052513037427494,"score_gpt":0.3446131287056605,"score_spread":0.3040879983313856,"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."}}