{"id":"W3088154916","doi":"10.1164/rccm.202007-2958le","title":"Tissue Doppler Imaging of the Diaphragm: A Novel Approach but Too Early for Clinical Implementation?","year":2020,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Diaphragm (acoustics); Radiology; Doppler effect; Doppler imaging; Acoustics","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":[0.005324447,0.0008425621,0.001067422,0.001044214,0.001819565,0.003275044,0.001870272,0.03064731,0.005932236],"category_scores_gemma":[0.03601715,0.0006932625,0.0008115785,0.0007212211,0.003412215,0.006964151,0.001675233,0.02860069,0.005611949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002334629,"about_ca_system_score_gemma":0.003443452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002483155,"about_ca_topic_score_gemma":0.004704767,"domain_scores_codex":[0.9943419,0.002013417,0.001144552,0.0005010353,0.001573445,0.0004257249],"domain_scores_gemma":[0.9839154,0.00955172,0.0007380737,0.0006835331,0.003342051,0.001769227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000195213,0.0001450881,0.005158972,0.0004252105,0.00002825852,0.04397122,0.0004148404,0.0003404141,0.001761434,0.01017096,0.8534371,0.08395126],"study_design_scores_gemma":[0.0003027154,0.0003724136,0.006990083,0.003406516,0.00007013949,0.1347204,0.0021412,0.001801909,0.001695811,0.04266293,0.8056034,0.0002323302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009331449,0.003296043,0.0009919275,0.9761671,0.01394672,0.00002524001,0.00004558135,0.00004664808,0.004547579],"genre_scores_gemma":[0.02991561,0.01403242,0.006632827,0.7811856,0.1551217,0.0001363462,0.0001206962,0.00007441147,0.01278038],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03064731,"threshold_uncertainty_score":0.02815872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06572475862021314,"score_gpt":0.4069348960250111,"score_spread":0.3412101374047979,"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."}}