{"id":"W4403228305","doi":"10.1016/j.chest.2024.06.3814","title":"Measuring Diaphragm Blood Flow","year":2024,"lang":"en","type":"editorial","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network; Toronto General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Blood flow; Diaphragm (acoustics); Medicine; Computer science; Biomedical engineering; Cardiology; Materials science; Physics; Acoustics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005565701,0.0048524,0.005421274,0.004129954,0.002617808,0.006056207,0.003086726,0.02135627,0.007180348],"category_scores_gemma":[0.02433696,0.001870366,0.002879251,0.001521394,0.002641961,0.00366248,0.002092479,0.02694425,0.007412021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003139848,"about_ca_system_score_gemma":0.002229572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001883022,"about_ca_topic_score_gemma":0.004658483,"domain_scores_codex":[0.9948833,0.0009808232,0.0008596626,0.0006647178,0.002300191,0.0003113696],"domain_scores_gemma":[0.9798741,0.007634446,0.001226757,0.0006795591,0.007867467,0.002717692],"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":[0.0001361217,0.00002295475,0.0001576278,0.0004897725,0.00006645155,0.0003313055,0.00001389664,0.00002739044,0.0002456126,0.0002495449,0.9803227,0.01793653],"study_design_scores_gemma":[0.0003796003,0.0001656901,0.002323206,0.0009730175,0.0004292407,0.001340836,0.00006945866,0.0003770211,0.0006799487,0.00150145,0.9916984,0.00006208771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006160663,0.007127091,0.0001693893,0.02874913,0.9628702,0.00001714357,0.0000368848,0.0000529083,0.0009156154],"genre_scores_gemma":[0.0006719239,0.004472197,0.0001963488,0.02413489,0.9667594,0.00003348635,0.000029954,0.00002328699,0.003678521],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02135627,"threshold_uncertainty_score":0.02943462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023691114878257,"score_gpt":0.2712107330463975,"score_spread":0.240973821897615,"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."}}