{"id":"W7071005890","doi":"","title":"Race-Based Pulmonary Function Testing Correction in COPD Inhaler Therapy Trials: A Systematic Review","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data extraction; Inclusion and exclusion criteria; COPD; MEDLINE; Randomized controlled trial; Clinical trial; Pulmonary function testing; Inclusion (mineral); Pulmonary disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0733719,0.002008179,0.01485347,0.009150679,0.00121201,0.004245319,0.003325279,0.003196642,0.004438938],"category_scores_gemma":[0.268871,0.001793325,0.01223784,0.01052507,0.001940811,0.004898497,0.002407507,0.001688021,0.0003973779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007388868,"about_ca_system_score_gemma":0.0203198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005976765,"about_ca_topic_score_gemma":0.0174251,"domain_scores_codex":[0.8791466,0.06148401,0.04198087,0.004178274,0.01208705,0.001123172],"domain_scores_gemma":[0.6833166,0.255834,0.04058441,0.005041976,0.01424856,0.000974399],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005319249,0.00001240253,0.001147629,0.9576418,0.02084391,0.00005096707,0.0002293375,0.0001058669,0.0001104359,0.0002813712,0.001210504,0.01783383],"study_design_scores_gemma":[0.001704497,0.0002800441,0.004292595,0.8438213,0.139685,0.0001597379,0.0002570101,0.0003317326,0.000277687,0.0008495935,0.008271547,0.00006920006],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003489879,0.9872171,0.001333703,0.00127015,0.0004726149,0.004594332,0.0009332073,0.00005510864,0.000633914],"genre_scores_gemma":[0.1362582,0.8206935,0.01316963,0.00388139,0.0006303805,0.02355905,0.001178628,0.00007795322,0.0005512718],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9266281,"threshold_uncertainty_score":0.3880323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3431614998053042,"score_gpt":0.5614381303466028,"score_spread":0.2182766305412986,"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."}}