{"id":"W7073906419","doi":"","title":"Airway clearance in bronchiectasis: a randomized crossover trial of active cycle of breathing techniques versus Acapella","year":2005,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Breathing; Airway; Crossover study; Randomized controlled trial; Test (biology); Control of respiration","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":[0.001058614,0.0001455864,0.0006147308,0.0003582156,0.000125892,0.00001446437,0.0004237692,0.0001612467,0.004208402],"category_scores_gemma":[0.0004179273,0.0001211829,0.0002942737,0.0009222195,0.0007600614,0.0003148604,0.00009284808,0.000506355,0.00004268692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002163838,"about_ca_system_score_gemma":0.000107102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02429309,"about_ca_topic_score_gemma":0.002185075,"domain_scores_codex":[0.997629,0.0005041922,0.0003440068,0.0003533258,0.0007034012,0.0004660677],"domain_scores_gemma":[0.9983285,0.0009371713,0.0001674157,0.0002122926,0.0001965489,0.0001580786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9527839,0.0005131486,0.005947436,0.0000649815,0.0002578579,0.0001527433,0.0006529356,0.001411974,0.0002984059,0.001002232,0.0002108007,0.03670359],"study_design_scores_gemma":[0.8456084,0.003638271,0.07304546,0.0003609387,0.0003042502,0.000007506366,0.005338997,0.005528279,0.05355295,0.006181408,0.005274141,0.001159461],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586596,0.00003975398,0.00001300163,0.0006631083,0.00002267333,0.000458409,0.00006898682,0.0000217306,0.04005273],"genre_scores_gemma":[0.9984428,0.0002915215,0.0005587594,0.00001001365,0.00005321451,7.112338e-7,0.00002983683,0.000002547313,0.0006106104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1071756,"threshold_uncertainty_score":0.9967019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599849996688076,"score_gpt":0.2637826741939547,"score_spread":0.2477841742270739,"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."}}