{"id":"W2059541269","doi":"10.1378/chest.121.3.715","title":"Unsuspected Loss of Lung Elastic Recoil in Chronic Persistent Asthma","year":2002,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Elastic recoil; Asthma; Internal medicine; Lung; Lung volumes; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001114364,0.0001125155,0.0002543337,0.0001696985,0.00005604498,0.00001191064,0.00008117552,0.00006738982,0.001900733],"category_scores_gemma":[0.0001163086,0.00008749652,0.0001981222,0.0002141302,0.00009825534,0.00005939162,0.00001658277,0.0003487235,0.00004344244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003900348,"about_ca_system_score_gemma":0.0001876335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002192439,"about_ca_topic_score_gemma":0.000004655758,"domain_scores_codex":[0.9990076,0.0000449401,0.0003389826,0.0001222564,0.000242837,0.0002433566],"domain_scores_gemma":[0.9993652,0.00003372003,0.0001330293,0.0001334879,0.00009704586,0.0002374797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001103109,0.003849678,0.7589057,0.003450763,0.0007994449,0.01001229,0.004122073,0.002066183,0.03631687,0.000128365,0.01981253,0.159433],"study_design_scores_gemma":[0.009295339,0.00219701,0.9215086,0.002218818,0.0002908291,0.004288405,0.00094148,0.009383162,0.001860601,0.00003338442,0.04756754,0.0004148848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854273,0.01162809,0.0000462104,0.0004199891,0.000168558,0.00008784367,0.00000244031,0.00001391299,0.002205686],"genre_scores_gemma":[0.9981571,0.0005058141,0.00008565353,0.00006222638,0.0004705522,0.000001951944,0.000001483989,0.00001602102,0.000699227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1626028,"threshold_uncertainty_score":0.9990116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881453197047919,"score_gpt":0.2552792279131524,"score_spread":0.2364646959426732,"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."}}