{"id":"W3038072999","doi":"10.1016/j.rmed.2020.106071","title":"Bronchopulmonary dysplasia patients have preserved CT-measured central airway luminal area","year":2020,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"National Heart, Lung, and Blood Institute; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Medicine; Bronchopulmonary dysplasia; Airway; Radiology; Surgery","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":[0.0001653886,0.0003783972,0.0003245481,0.0007290162,0.0003868896,0.0005881489,0.0002590863,0.0005568126,0.002884073],"category_scores_gemma":[0.0009304757,0.0001278509,0.0002087423,0.0004635869,0.000491753,0.0002834288,0.0003385016,0.0004405779,0.0003885922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002658204,"about_ca_system_score_gemma":0.0003791383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001506489,"about_ca_topic_score_gemma":0.001359009,"domain_scores_codex":[0.9998246,0.00001765128,0.00002018086,0.00005271851,0.00003791729,0.00004705563],"domain_scores_gemma":[0.9994782,0.00009075666,0.0002303126,0.00003214427,0.00004006895,0.0001286298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002772056,0.00003993898,0.9712939,0.00004956017,0.00003513421,0.006120699,0.00008282933,0.0001318811,0.01497756,0.0002615367,0.0002638599,0.006465912],"study_design_scores_gemma":[0.000008749876,0.00009983189,0.972971,0.00002073543,0.00003175806,0.0228081,0.0002345089,0.0003014881,0.002563445,0.0002282916,0.0007244973,0.000007600828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956771,0.0006986557,0.0004340181,0.0001077934,0.00002691125,0.000009061742,0.0004239962,0.00003494268,0.002587471],"genre_scores_gemma":[0.9989092,0.0001593689,0.0002653496,0.00003244897,0.00001851188,0.000007950425,0.0002540163,0.000006616628,0.0003465533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002884073,"threshold_uncertainty_score":0.009648144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09657769152130068,"score_gpt":0.3411044997330139,"score_spread":0.2445268082117132,"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."}}