{"id":"W4396515746","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a1245","title":"Investigating the Contribution of Sex Differences to Small Airways Disease in Chronic Obstructive Pulmonary Disease (COPD) Using Ultra-high Resolution Imaging","year":2024,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"COPD; Pulmonary disease; Medicine; Disease; Resolution (logic); High resolution; Internal medicine; Cardiology; Computer science; Artificial intelligence; Remote sensing; Geology","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":[0.000840619,0.0002670728,0.0002896114,0.0005045134,0.0002154285,0.0008736994,0.0003392627,0.0004934389,0.001551012],"category_scores_gemma":[0.002571306,0.0002033426,0.0003824873,0.0004875459,0.0002758587,0.0005206498,0.0003473001,0.0004097838,0.0001732895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448639,"about_ca_system_score_gemma":0.0002032563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370744,"about_ca_topic_score_gemma":0.002096925,"domain_scores_codex":[0.999678,0.00008318073,0.00002731669,0.00008816557,0.00006454941,0.00005875738],"domain_scores_gemma":[0.9988536,0.0004865456,0.0003192757,0.000117013,0.0001251571,0.00009852093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00121095,0.0001029766,0.9426302,0.0001494522,0.0004358108,0.0004962772,0.0003933805,0.0001141762,0.02328557,0.0002399625,0.000267711,0.03067347],"study_design_scores_gemma":[0.00001065076,0.0002235593,0.9962975,0.00001719199,0.0001128992,0.0006875396,0.0002239539,0.0002676887,0.001495239,0.0001362403,0.0005189914,0.000008487583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928761,0.004518598,0.0009126817,0.0001729697,0.00005249211,0.00001553201,0.0002480672,0.000008767962,0.00119498],"genre_scores_gemma":[0.9974515,0.0009604383,0.0006462723,0.000106518,0.00005702667,0.00001062871,0.0001431314,0.00001132206,0.0006130983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001551012,"threshold_uncertainty_score":0.005188644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687703724735185,"score_gpt":0.2934495998936705,"score_spread":0.2665725626463186,"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."}}