{"id":"W4398251651","doi":"10.1148/rg.230110","title":"Approach to Acute Traumatic and Nontraumatic Diaphragmatic Abnormalities","year":2024,"lang":"en","type":"review","venue":"Radiographics","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Diaphragmatic breathing; Intensive care medicine; Pathology; Alternative 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":[0.0004775834,0.001105762,0.001159133,0.006793888,0.0004455462,0.0010272,0.001054456,0.001164575,0.005084522],"category_scores_gemma":[0.001887619,0.0002823785,0.0006777685,0.003300544,0.0007935725,0.001674906,0.0009109934,0.001895032,0.001974972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005990866,"about_ca_system_score_gemma":0.001412514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001597462,"about_ca_topic_score_gemma":0.002547635,"domain_scores_codex":[0.9996746,0.00005211478,0.00008606833,0.00005577243,0.000107134,0.00002441502],"domain_scores_gemma":[0.9991554,0.000388341,0.0001659745,0.00002302947,0.0002044984,0.00006281259],"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":[0.00005849654,0.00008229502,0.001556544,0.03573547,0.0001299066,0.002464863,0.0002285908,0.0003534946,0.0007596079,0.002646149,0.06752218,0.8884623],"study_design_scores_gemma":[0.00003753557,0.00009867101,0.006348115,0.03538005,0.0003009993,0.06070149,0.00049433,0.0001913816,0.0004138784,0.004124375,0.8918632,0.00004589105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001810826,0.997373,0.0001851169,0.0004751076,0.000304379,0.000007618737,0.00001797907,0.00001123052,0.001444549],"genre_scores_gemma":[0.002174644,0.9953561,0.0003231486,0.000643451,0.0007048497,0.000009037594,0.00006954776,0.000002783999,0.0007165093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006793888,"threshold_uncertainty_score":0.01700938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05919698459123156,"score_gpt":0.3511820331186761,"score_spread":0.2919850485274446,"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."}}