{"id":"W2897358958","doi":"10.2196/10804","title":"Assessing the Usability of an Automated Continuous Temperature Monitoring Device (iThermonitor) in Pediatric Patients: Non-Randomized Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Randomized controlled trial; Computer science; Medicine; Medical physics; Human–computer interaction; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002355535,0.0002292982,0.0006976001,0.0002434132,0.0001752579,0.00008595399,0.0001473311,0.00008719016,0.0000103308],"category_scores_gemma":[0.001108902,0.0001509261,0.00006432641,0.0008458459,0.0001855429,0.0002624477,0.00008375579,0.0003472248,0.000001309201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004902619,"about_ca_system_score_gemma":0.00009299078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001104585,"about_ca_topic_score_gemma":0.00001159356,"domain_scores_codex":[0.9974259,0.0004077477,0.000948981,0.0003681121,0.0005439071,0.0003053591],"domain_scores_gemma":[0.9977232,0.0007200342,0.0005282208,0.0003574914,0.0005459001,0.0001251132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001326,0.001133842,0.9929573,0.0002888904,0.00001789088,0.000004696552,0.002567775,0.000007143112,0.0004464959,8.758258e-7,0.00001115259,0.001237953],"study_design_scores_gemma":[0.02790735,0.001122118,0.9665138,0.0001125821,0.0002889976,0.000002165624,0.002404487,0.001426358,0.00007706861,0.000006475097,0.000002190647,0.0001364065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969144,0.0002707688,0.00000604286,0.00003654914,0.0005673129,0.001975325,0.000002423694,0.000143507,0.00008363272],"genre_scores_gemma":[0.9975744,0.00003104701,0.0002760147,0.0000207041,0.001948873,0.00008677395,0.00001001329,0.00004064615,0.00001155147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02658135,"threshold_uncertainty_score":0.6154589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492252128388833,"score_gpt":0.3553487270708585,"score_spread":0.3304262057869702,"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."}}