{"id":"W2123564837","doi":"10.1097/mcp.0b013e3280f3bff4","title":"Radiological imaging in pneumonia: recent innovations","year":2007,"lang":"en","type":"review","venue":"Current Opinion in Pulmonary Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Medicine; Radiological weapon; Pneumonia; Intensive care medicine; Radiological imaging; Medical physics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002028059,0.000654786,0.002756059,0.001575877,0.00006514347,0.000008824751,0.0004495165,0.0004856443,0.0005645917],"category_scores_gemma":[0.00215331,0.0004790446,0.00026211,0.003956765,0.0005462769,0.00008418151,0.000152265,0.002880084,0.000142503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007798948,"about_ca_system_score_gemma":0.0004806039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001751123,"about_ca_topic_score_gemma":0.000001642259,"domain_scores_codex":[0.9941188,0.0002503479,0.003254801,0.001091552,0.0006072731,0.0006772687],"domain_scores_gemma":[0.9958192,0.002188716,0.0005963416,0.0008928013,0.0002014458,0.0003015526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002459367,0.0008765483,0.005261079,0.007429752,0.00001666163,0.00003521735,0.00002758871,3.547462e-7,0.000001472264,0.001077311,0.003603378,0.9816461],"study_design_scores_gemma":[0.0008093643,0.0001072106,0.007151118,0.05184557,0.0001334241,0.0005931596,0.00004107847,0.00002931315,2.53456e-8,0.0006603587,0.9382731,0.0003563072],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001109609,0.986348,0.000222768,0.002984916,0.0050921,0.002382449,0.00003758237,0.0001058821,0.002815198],"genre_scores_gemma":[0.00004837028,0.9922145,0.0002453358,0.0001639263,0.002807988,0.0006661029,0.003711585,0.00007104116,0.00007112638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9812897,"threshold_uncertainty_score":0.9997661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3205980950494069,"score_gpt":0.5178133269622817,"score_spread":0.1972152319128748,"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."}}