{"id":"W3035774436","doi":"10.1088/1361-6560/ab9e55","title":"Low dose lung radiation therapy for pneumonia: an examination of historical dose distributions","year":2020,"lang":"en","type":"review","venue":"Physics in Medicine and Biology","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Pneumonia; Medicine; Radiation dose; Radiation therapy; Lung; Nuclear medicine; Radiology; Internal medicine","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":[0.002488295,0.0004134016,0.0009603391,0.002545202,0.000170259,0.0009477084,0.0009599133,0.0007455858,0.002073345],"category_scores_gemma":[0.003831865,0.0003026844,0.0008562303,0.002892847,0.0005339826,0.001084594,0.0004059221,0.000859217,0.0007001864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162484,"about_ca_system_score_gemma":0.0008865678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091046,"about_ca_topic_score_gemma":0.00128613,"domain_scores_codex":[0.9992962,0.0002268126,0.0001026543,0.0001042176,0.0002471013,0.000023039],"domain_scores_gemma":[0.9981779,0.001214216,0.0002023195,0.00006688193,0.0003141785,0.00002465315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002708392,0.00007030043,0.001300589,0.03191412,0.0003501362,0.0001833371,0.0002334495,0.00526207,0.003093582,0.007440745,0.007146845,0.9427339],"study_design_scores_gemma":[0.00006641432,0.001221877,0.01377628,0.02238249,0.001166636,0.005991471,0.0002737563,0.001797245,0.007127772,0.005219493,0.9408821,0.00009440853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001739743,0.9943663,0.001310753,0.0002542935,0.00007786773,0.00001688786,0.00006252882,0.00001383227,0.00215779],"genre_scores_gemma":[0.01171005,0.9861926,0.001238434,0.0002301423,0.0001146275,0.00004028549,0.00008982604,0.00001892388,0.000364977],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002545202,"threshold_uncertainty_score":0.01315957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1498191362627092,"score_gpt":0.4290235245249459,"score_spread":0.2792043882622367,"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."}}