{"id":"W4411549036","doi":"10.2196/68943","title":"A Companion Robot for Children With Asthma: Descriptive Development and Feasibility Pilot Study","year":2025,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Descriptive research; Asthma; Descriptive statistics; Computer science; Medicine; Human–computer interaction; Geography; Statistics; Mathematics","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":[0.004365475,0.0006729637,0.0008666831,0.0009546034,0.001046379,0.0008085018,0.0008615145,0.0006989025,0.002394354],"category_scores_gemma":[0.005352224,0.0004817973,0.001154545,0.0003941728,0.0008414608,0.0008559611,0.001083274,0.0008762192,0.0005135405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008276702,"about_ca_system_score_gemma":0.003065982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003081662,"about_ca_topic_score_gemma":0.007051272,"domain_scores_codex":[0.9981759,0.000727904,0.0002108834,0.0001809267,0.0003848873,0.0003194741],"domain_scores_gemma":[0.9973224,0.001146957,0.0002186907,0.0002021822,0.0007280512,0.0003817585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.004057878,0.09245899,0.4124326,0.00760599,0.0002468404,0.01997208,0.09825238,0.0008558806,0.02885883,0.000792614,0.003359996,0.3311058],"study_design_scores_gemma":[0.002211784,0.1809215,0.6411437,0.001252992,0.0005722686,0.01692749,0.1100315,0.001544234,0.01383066,0.0003365554,0.0309895,0.0002378281],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927831,0.0003000073,0.001011718,0.0000617648,0.00001593937,0.00458799,0.0002435067,0.00003064338,0.0009653182],"genre_scores_gemma":[0.9659337,0.001900655,0.01984031,0.0001898396,0.00002641934,0.009579675,0.0005542054,0.00002547323,0.001949824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004365475,"threshold_uncertainty_score":0.02308708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09462260421954952,"score_gpt":0.4158494717447579,"score_spread":0.3212268675252085,"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."}}