{"id":"W4410270575","doi":"10.1164/ajrccm.2025.211.abstracts.a2569","title":"Identification of the Predictors of a Positive Eucapnic Voluntary Hyperpnea Test in Subjects Investigated for Asthma or Exercise-induced Bronchoconstriction","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Hyperpnea; Bronchoconstriction; Medicine; Asthma; Physical therapy; Internal medicine; Anesthesia; Respiratory system","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":[0.0004615359,0.0002223415,0.0002542458,0.0005536766,0.0003001945,0.0004694696,0.0003003236,0.0004432584,0.001409814],"category_scores_gemma":[0.001489283,0.0002009267,0.0002260556,0.0004648336,0.0002843962,0.0003774191,0.0003350421,0.0004332216,0.000241228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338331,"about_ca_system_score_gemma":0.0002296188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499391,"about_ca_topic_score_gemma":0.00170364,"domain_scores_codex":[0.9996762,0.00009290436,0.00004077418,0.00006952192,0.00005457229,0.00006606938],"domain_scores_gemma":[0.9986664,0.0003919015,0.0005406745,0.00005145333,0.0001145713,0.000235002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002722011,0.000010408,0.9995418,0.000002869228,0.000004897885,0.0000422798,0.000009105995,0.000008675123,0.00009956523,0.000002138752,0.00001090408,0.0002402399],"study_design_scores_gemma":[0.000001158522,0.00006825513,0.999401,0.000002897259,0.000006016694,0.0002582016,0.00007343422,0.0001017663,0.00004881889,0.000005081725,0.00003242504,9.765922e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994249,0.0001904859,0.00006110049,0.00001856325,0.000004698479,0.000003829108,0.00007763378,0.000001838134,0.0002170624],"genre_scores_gemma":[0.9997498,0.0000404054,0.00004374945,0.00001009767,0.000008714954,0.000002691532,0.00008991506,6.294473e-7,0.000053823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001499391,"threshold_uncertainty_score":0.004716337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535670474107259,"score_gpt":0.3170362726701575,"score_spread":0.3016795679290849,"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."}}