{"id":"W4396503546","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a5212","title":"Changes in Individual Ventilation Defects in Cystic Fibrosis After Initiation of Modulator Therapy, in the Hypoint Trial","year":2024,"lang":"en","type":"article","venue":"","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Field trial; Cystic fibrosis; Ventilation (architecture); Medicine; Internal medicine; Biology; Engineering; Mechanical engineering","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":[0.001338007,0.0005378069,0.001573084,0.0001412887,0.0002730846,0.0007947569,0.0002562389,0.0008206731,0.001607796],"category_scores_gemma":[0.002154693,0.0001421261,0.00102818,0.0002292495,0.0003346405,0.0009758361,0.0003030506,0.001431153,0.0002250515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003832493,"about_ca_system_score_gemma":0.000423489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003007218,"about_ca_topic_score_gemma":0.0008618441,"domain_scores_codex":[0.9994191,0.000248476,0.00004857465,0.0001015078,0.00005582863,0.0001264307],"domain_scores_gemma":[0.9991767,0.0002706161,0.0002169085,0.00006803338,0.00005593738,0.0002117931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8551011,0.002210759,0.04518574,0.0004471771,0.003336851,0.0002438322,0.00008727599,0.0008485042,0.01143565,0.0003934138,0.001760088,0.07894953],"study_design_scores_gemma":[0.1965564,0.2397141,0.5336374,0.0004009374,0.008815452,0.0006907411,0.0003621352,0.001957009,0.006532443,0.002603875,0.008604059,0.0001253107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938695,0.003437965,0.0001590474,0.0003886968,0.0001251897,0.00007384232,0.0003946216,0.00001749347,0.001533601],"genre_scores_gemma":[0.9974025,0.0006616613,0.0001504952,0.0003170914,0.0001169958,0.00009642635,0.0005461182,0.000005586258,0.0007030906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001607796,"threshold_uncertainty_score":0.007076144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04016005623017157,"score_gpt":0.3333438366972014,"score_spread":0.2931837804670298,"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."}}