{"id":"W2951745545","doi":"10.2196/13519","title":"An App-Based Intervention for Caregivers to Prevent Unintentional Injury Among Preschoolers: Cluster Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Randomized controlled trial; Psychological intervention; Intervention (counseling); Injury prevention; Poison control; mHealth; Cluster randomised controlled trial; Caregiver burden; Physical therapy; Psychiatry; Medical emergency","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":[0.005787277,0.0002314118,0.001492857,0.0002767738,0.0001642664,0.00001865756,0.00008561576,0.0002559843,0.0001929756],"category_scores_gemma":[0.0005095503,0.0001784715,0.0005513821,0.0001025208,0.00009244106,0.0001543941,0.00001841167,0.0003101582,0.00001985383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001515477,"about_ca_system_score_gemma":0.0003672415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001268842,"about_ca_topic_score_gemma":0.00003435169,"domain_scores_codex":[0.9962586,0.00147649,0.001081316,0.0004980023,0.0002172679,0.0004682945],"domain_scores_gemma":[0.9977457,0.0006715346,0.0005140485,0.0003018346,0.0001990789,0.0005678282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.990687,0.0005382555,0.001375014,0.001125759,0.0001174901,4.721091e-7,0.0001799474,0.00003371395,0.00002479335,0.0008187388,0.002820744,0.002278114],"study_design_scores_gemma":[0.9760518,0.007160136,0.006234018,0.0004089879,0.0005074083,0.000002775364,0.0001672592,0.0076244,0.0000217403,0.0007109656,0.0009365113,0.0001740097],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618034,0.0001999803,0.007366185,0.003427289,0.001150932,0.02567817,0.00003638589,0.00007878436,0.0002588155],"genre_scores_gemma":[0.989715,0.00004257165,0.001310696,0.003056007,0.000405645,0.003160268,0.0003257246,0.00002491542,0.001959148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02791157,"threshold_uncertainty_score":0.7277858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559092659083869,"score_gpt":0.3945204526813202,"score_spread":0.3689295260904815,"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."}}