{"id":"W4213122686","doi":"10.22541/au.164496249.90639782/v1","title":"Percussion Palm Cup: Safety and Usability of Newly Designed Products in Infants and Children with Cystic Fibrosis","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; McMaster Children's Hospital; McMaster University","funders":"","keywords":"Usability; Demographics; Medicine; Computer science; Human–computer interaction","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":[0.004711215,0.0005182934,0.0005404987,0.0006075308,0.0005926704,0.000710774,0.0005913827,0.0004442249,0.002406235],"category_scores_gemma":[0.009053129,0.000205815,0.0007049704,0.0003281347,0.0004014547,0.0005359087,0.0007930989,0.0003657448,0.0003605338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234559,"about_ca_system_score_gemma":0.001335142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02156403,"about_ca_topic_score_gemma":0.03527155,"domain_scores_codex":[0.9976083,0.0007325354,0.0002431485,0.0001820082,0.001036365,0.0001974983],"domain_scores_gemma":[0.9952536,0.001732616,0.001001592,0.0001676852,0.001493795,0.000350669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007151913,0.004081937,0.5420417,0.004013076,0.0002654128,0.002049567,0.02863872,0.000703456,0.02363896,0.0001462197,0.004566335,0.3827028],"study_design_scores_gemma":[0.0001726862,0.01961915,0.9448987,0.0005238618,0.0002411507,0.002816931,0.01182848,0.001237067,0.009399387,0.00004435176,0.009099961,0.0001182596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978429,0.0004065651,0.0003293467,0.00005017128,0.000006107288,0.000237239,0.0001636726,0.00003667597,0.0009273725],"genre_scores_gemma":[0.9924647,0.0006777795,0.005047137,0.00006422938,0.00000832312,0.0002629184,0.0003135128,0.00001765752,0.001143784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02156403,"threshold_uncertainty_score":0.04287702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149154430372973,"score_gpt":0.2440661222974874,"score_spread":0.2325745779937576,"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."}}