{"id":"W4417150462","doi":"10.1016/j.chest.2025.07.4065","title":"Response","year":2025,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"","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":[0.002105181,0.001162081,0.001438048,0.001182818,0.006051831,0.005949041,0.002261357,0.06780975,0.06282036],"category_scores_gemma":[0.01511326,0.0009626623,0.001991322,0.0006148443,0.00209505,0.002378289,0.00325017,0.0346843,0.04879756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005114598,"about_ca_system_score_gemma":0.00572309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01420217,"about_ca_topic_score_gemma":0.02171903,"domain_scores_codex":[0.996942,0.000480923,0.0002072865,0.0004097992,0.0009140773,0.001045916],"domain_scores_gemma":[0.9958263,0.001216959,0.0002812139,0.0001737697,0.001186625,0.00131509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003050523,0.00001429964,0.0002743395,0.00001891818,0.000008779366,0.0009181965,0.00004546948,0.00002535841,0.00008686095,0.0005710108,0.9961025,0.001903852],"study_design_scores_gemma":[0.0000741113,0.00005182741,0.001553072,0.0002332644,0.00002673151,0.000935135,0.0004871926,0.0002463486,0.0002002697,0.002855666,0.9932846,0.00005193825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006288696,0.0008089838,0.0001377196,0.9229375,0.04834005,0.00007206766,0.0002195435,0.0001471436,0.02670824],"genre_scores_gemma":[0.002455224,0.0003220863,0.0001275321,0.9171756,0.01293923,0.00006210585,0.0001053596,0.00005117719,0.06676174],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06780975,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03005936742587296,"score_gpt":0.2872975152212532,"score_spread":0.2572381477953802,"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."}}