{"id":"W3128839150","doi":"10.1164/rccm.202007-2997oc","title":"Imaging the Respiratory Transition at Birth: Unraveling the Complexities of the First Breaths of Life","year":2021,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Electrical and Bioimpedance Tomography","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Health and Medical Research Council; Medical Research Council; State Government of Victoria; European Commission","keywords":"Medicine; Tidal volume; Ventilation (architecture); Lung volumes; Anesthesia; Interquartile range; Intensive care; Respiratory physiology; Lung; Mechanical ventilation; Respiratory system; Internal medicine; Intensive care 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":[0.001009586,0.000242813,0.0002939689,0.0008913663,0.0001639108,0.0009286936,0.0004021822,0.0004441642,0.0005321623],"category_scores_gemma":[0.003409584,0.0001724686,0.0001840987,0.0003346772,0.000744612,0.0009204482,0.0006353226,0.0004840523,0.0001022841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395856,"about_ca_system_score_gemma":0.0004233925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084067,"about_ca_topic_score_gemma":0.001549879,"domain_scores_codex":[0.9996729,0.0001401047,0.00003284545,0.0000501142,0.00006624784,0.00003776334],"domain_scores_gemma":[0.9985977,0.0005540987,0.0004541474,0.0001129754,0.0001365319,0.0001445183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003896161,0.00006453288,0.916831,0.0003034044,0.00006309133,0.001520777,0.0007532642,0.0005086855,0.02070363,0.0006659367,0.0005088341,0.05768717],"study_design_scores_gemma":[0.000009070224,0.0005097901,0.9801807,0.0002606678,0.00004355044,0.006140365,0.001847188,0.002974282,0.004954173,0.00120612,0.001843706,0.00003030934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828204,0.006892885,0.008437791,0.0005835027,0.00003919916,0.00002360918,0.0001843139,0.00002862784,0.0009895144],"genre_scores_gemma":[0.9916055,0.002395502,0.005528959,0.00008402525,0.00007821684,0.00002551114,0.00008933069,0.000009722993,0.0001831228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001084067,"threshold_uncertainty_score":0.005339265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328086325004472,"score_gpt":0.2435556795822223,"score_spread":0.2302748163321776,"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."}}