{"id":"W4393239691","doi":"10.1177/20552076241239239","title":"Virtual assessment and management of chronic cough: A scoping review","year":2024,"lang":"en","type":"review","venue":"Digital Health","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"CINAHL; Medicine; Telehealth; Context (archaeology); MEDLINE; Telemedicine; Psychological intervention; Chronic cough; eHealth; Inclusion (mineral); Health care; Nursing; Psychology; Asthma","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":[0.006294204,0.00109126,0.00362711,0.009815739,0.001005471,0.003848603,0.001872418,0.002612757,0.004206182],"category_scores_gemma":[0.02905359,0.0007033002,0.00412002,0.008840045,0.001055321,0.002301562,0.001973777,0.001319366,0.0004942196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002937423,"about_ca_system_score_gemma":0.01036727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007733156,"about_ca_topic_score_gemma":0.01317783,"domain_scores_codex":[0.995042,0.002071051,0.001456855,0.0002838202,0.0009681621,0.0001780711],"domain_scores_gemma":[0.9769096,0.01957297,0.001817887,0.0002198507,0.001307482,0.0001721069],"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":[0.0001101833,0.00005764195,0.0005446332,0.8040937,0.001562549,0.0001394625,0.0007421304,0.0002286751,0.0001609758,0.0009280245,0.002889944,0.188542],"study_design_scores_gemma":[0.00003107198,0.0001035959,0.001759199,0.956757,0.005214313,0.0003497002,0.0005465208,0.0001021603,0.00009633259,0.0003545704,0.03466529,0.0000202848],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004584764,0.9983333,0.0001119941,0.0002269453,0.00008256275,0.0001532516,0.0000613312,0.000004214832,0.0005679784],"genre_scores_gemma":[0.004318513,0.9946672,0.0003748418,0.0002000554,0.00005169519,0.000242014,0.00005973095,0.000002344868,0.00008369572],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009815739,"threshold_uncertainty_score":0.03328735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289497837479935,"score_gpt":0.518422738481628,"score_spread":0.3894729547336345,"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."}}