{"id":"W2080153373","doi":"10.1016/j.thorsurg.2009.08.008","title":"Imaging the Diaphragm","year":2009,"lang":"en","type":"review","venue":"Thoracic surgery clinics/Thorac. surg. clin.","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Fluoroscopy; Diaphragm (acoustics); Magnetic resonance imaging; Radiology; Radiography; Computed tomography; Nuclear 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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.01439389,0.002447531,0.01149533,0.001292424,0.0007325776,0.0003457596,0.001163354,0.001198147,0.0007753998],"category_scores_gemma":[0.01210606,0.001651273,0.007091699,0.002766599,0.0009081045,0.0003432585,0.0006989736,0.003818677,0.00404437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004574317,"about_ca_system_score_gemma":0.002634006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003719843,"about_ca_topic_score_gemma":0.00002122402,"domain_scores_codex":[0.9837287,0.003228714,0.006719293,0.002278467,0.00183293,0.002211866],"domain_scores_gemma":[0.958444,0.03272426,0.003080622,0.004078916,0.0007608845,0.0009112923],"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":[0.0001476973,0.0004288886,0.002204849,0.01070955,0.00124457,0.001263172,0.0001175567,2.952129e-7,1.495624e-7,0.00002051483,0.01707082,0.9667919],"study_design_scores_gemma":[0.0001838455,0.00006183433,0.0006910284,0.02334457,0.007951577,0.0006885439,0.0001654945,0.00003678205,0.000001410914,0.0003019606,0.9650018,0.001571141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004719273,0.9793317,0.00004845957,0.001379744,0.003850771,0.003363465,0.0002143726,0.0008727295,0.01046688],"genre_scores_gemma":[0.0004410597,0.9873969,0.0003030837,0.001991746,0.003539884,0.0005206596,0.0005807487,0.0005702393,0.004655681],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9652208,"threshold_uncertainty_score":0.9988261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1409259030513872,"score_gpt":0.4477697795787562,"score_spread":0.306843876527369,"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."}}