{"id":"W4409539552","doi":"10.1183/23120541.01007-2024","title":"Outcomes and measures in studies of techniques to promote secretion clearance in individuals with neuromuscular conditions: a scoping review","year":2025,"lang":"en","type":"review","venue":"ERJ Open Research","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; Physical medicine and rehabilitation; Secretion; Neuroscience; Physical therapy; Internal medicine","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":[0.06268584,0.002398405,0.0101608,0.034251,0.001755542,0.007209514,0.003808284,0.005213897,0.005121252],"category_scores_gemma":[0.2359733,0.001740308,0.01318784,0.03338899,0.002862771,0.0069356,0.004326865,0.003049836,0.0007324021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008573922,"about_ca_system_score_gemma":0.02250041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008175621,"about_ca_topic_score_gemma":0.01421288,"domain_scores_codex":[0.934451,0.0219584,0.03180479,0.002554854,0.008399181,0.0008316779],"domain_scores_gemma":[0.7356355,0.2127576,0.03293448,0.003472252,0.01448604,0.0007140539],"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":[0.0001421342,0.0000241587,0.0009341827,0.9404136,0.003542079,0.0000693617,0.0005769104,0.0001406701,0.00009237505,0.0007710062,0.001447623,0.05184574],"study_design_scores_gemma":[0.00006567306,0.00005924985,0.00137801,0.9772677,0.01009008,0.00008220263,0.0003526673,0.00004541362,0.00007891942,0.0004503583,0.01010878,0.00002088344],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009546554,0.9947146,0.0006666117,0.0006813618,0.000285938,0.001281067,0.000705195,0.00001295677,0.0006977603],"genre_scores_gemma":[0.01465885,0.9748853,0.002960149,0.0009591043,0.0001910688,0.005271076,0.0008735643,0.00001902063,0.0001819731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06268584,"threshold_uncertainty_score":0.3315184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5294507085105733,"score_gpt":0.6514831034423437,"score_spread":0.1220323949317704,"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."}}