{"id":"W4381435136","doi":"10.2196/45258","title":"Mobile Apps Aimed at Preventing and Handling Unintentional Injuries in Children Aged <7 Years: Systematic Review","year":2023,"lang":"en","type":"review","venue":"Interactive Journal of Medical Research","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Intervention (counseling); Medicine; Grey literature; Mobile apps; Medical education; MEDLINE; Psychology; Internet privacy; Computer science; Nursing; World Wide Web; Political science","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":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03710838,0.0002738124,0.003628805,0.001179191,0.0001023876,0.00002793507,0.0004702456,0.0005445581,0.0005672417],"category_scores_gemma":[0.04631921,0.0001863604,0.0007210061,0.0006891881,0.0003656249,0.0001543168,0.0004916809,0.004752245,0.000117567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005326414,"about_ca_system_score_gemma":0.0009243914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000186829,"about_ca_topic_score_gemma":0.00001199955,"domain_scores_codex":[0.9877075,0.006474488,0.002753609,0.0003521559,0.002236461,0.000475781],"domain_scores_gemma":[0.9903832,0.00712755,0.001347882,0.0002595978,0.0005110672,0.0003706941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002377917,0.0002439483,0.0004139472,0.8537177,0.002353909,0.0006717099,0.0002389039,7.661625e-8,0.000002232671,0.00004133767,0.005469919,0.1366085],"study_design_scores_gemma":[0.0005750444,0.0005269958,0.0005317159,0.9757484,0.00136816,0.002792436,0.00007964668,0.000007488972,0.000001296423,0.0002033939,0.01803492,0.0001305337],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002299541,0.9946332,0.00002309102,0.0002318858,0.0002208953,0.002500951,0.0000127309,0.00001006959,0.00006764776],"genre_scores_gemma":[0.0004843538,0.9972662,0.00006178561,0.00008669601,0.0003633185,0.0002224437,0.0000709333,0.00004320926,0.001401093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.136478,"threshold_uncertainty_score":0.9975438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175486576775563,"score_gpt":0.526318917762126,"score_spread":0.4087702600845697,"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."}}