{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008655267,0.001361793,0.001993873,0.0004867305,0.0007800277,0.001014888,0.0008884176,0.001405661,0.00548438],"category_scores_gemma":[0.01318384,0.0006499354,0.001822041,0.0005592289,0.001496328,0.0018624,0.0006454727,0.001956806,0.0007356261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224993,"about_ca_system_score_gemma":0.002472938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300975,"about_ca_topic_score_gemma":0.002599779,"domain_scores_codex":[0.9923635,0.005602817,0.0006234704,0.0004850668,0.0005197185,0.0004055065],"domain_scores_gemma":[0.9862429,0.007443224,0.002781264,0.001073077,0.001194367,0.001265139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6866284,0.2241534,0.02986439,0.001883818,0.001514035,0.0001658159,0.001459374,0.0005045417,0.002892069,0.0001166462,0.001075195,0.0497423],"study_design_scores_gemma":[0.1038072,0.8786514,0.01555933,0.00004696456,0.0003123395,0.00003372024,0.0003706168,0.0003804642,0.0003171148,0.00003713488,0.0004655431,0.00001810355],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894767,0.0003640612,0.0004250759,0.0001120763,0.00009114068,0.008913293,0.0002101008,0.00002470285,0.000382878],"genre_scores_gemma":[0.9758973,0.0006123185,0.00302387,0.0003232043,0.000215235,0.01925747,0.0002296053,0.00000991344,0.0004310971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008655267,"threshold_uncertainty_score":0.04577398,"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."}}