{"id":"W4416635988","doi":"10.1183/13993003.congress-2025.pa2573","title":"Psychiatric screening tools in asthma patients: a systematic review","year":2025,"lang":"","type":"article","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Asthma; Comorbidity; Psychiatric comorbidity; Specialty; MEDLINE; Primary care; Systematic review","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005981915,0.00117647,0.005857572,0.006355498,0.0005998811,0.00203593,0.001792966,0.00156863,0.004838131],"category_scores_gemma":[0.03518011,0.0008271837,0.006880564,0.008253757,0.0006100647,0.001950681,0.001246165,0.00104073,0.0002624464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003350293,"about_ca_system_score_gemma":0.01003376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087348,"about_ca_topic_score_gemma":0.03213461,"domain_scores_codex":[0.9945728,0.001843871,0.002001002,0.0003734179,0.001022659,0.0001861781],"domain_scores_gemma":[0.975174,0.01912242,0.003823719,0.0002308752,0.001430205,0.0002188357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001969093,0.00001964743,0.001002845,0.9602799,0.005229148,0.00006883917,0.0001197579,0.00006240309,0.00004663354,0.00008866064,0.001518092,0.03136723],"study_design_scores_gemma":[0.0004171098,0.0002131831,0.007293357,0.9322196,0.04869525,0.0003208928,0.0002954909,0.00009518568,0.00009444873,0.0001539433,0.01016592,0.00003552534],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001524516,0.9969338,0.00008615851,0.0002402661,0.00006783478,0.000394165,0.0004764673,0.0000077433,0.0002689588],"genre_scores_gemma":[0.01915895,0.9785347,0.000563891,0.0005160507,0.00006401652,0.0007178925,0.0003583024,0.000004421548,0.00008175696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01087348,"threshold_uncertainty_score":0.03163582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419500920179774,"score_gpt":0.2972988778561572,"score_spread":0.2831038686543594,"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."}}