{"id":"W4400896029","doi":"10.7860/jcdr/2024/70325.19682","title":"Enhancing Visual Perception in Children Ages 4-12 Years: A Systematic Review of Technology-based Interventions","year":2024,"lang":"en","type":"review","venue":"JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational therapy; Psychological intervention; Medicine; Perception; Intervention (counseling); Psychology; Medical education; Clinical psychology; Physical therapy; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02867807,0.0001984737,0.003546631,0.001464739,0.0001210015,0.0000108648,0.0007345157,0.0009029747,0.0001302641],"category_scores_gemma":[0.1221102,0.0001281214,0.001026383,0.0009732931,0.0007372362,0.00005439361,0.0005800481,0.006355561,0.0001076526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001561868,"about_ca_system_score_gemma":0.001276337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001700174,"about_ca_topic_score_gemma":0.00003609303,"domain_scores_codex":[0.9863957,0.006315343,0.006164078,0.0002916547,0.0005197359,0.0003134536],"domain_scores_gemma":[0.9710287,0.02548135,0.00202744,0.0006206484,0.0007128968,0.0001290099],"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":[0.000007612326,0.0004004482,0.006788345,0.8921101,0.0001805265,0.0000175021,0.00002150944,9.692453e-9,8.130065e-8,0.0001130299,0.0008970333,0.09946379],"study_design_scores_gemma":[0.0003279593,0.0004235249,0.007817339,0.9819797,0.001284682,0.00002089255,0.0002296842,0.000001755418,4.152327e-8,0.000385284,0.007437771,0.00009141821],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001276236,0.9948019,0.000053704,0.0007954912,0.0001936388,0.002777329,0.00002142796,0.00002235025,0.00005797244],"genre_scores_gemma":[0.002967244,0.9959238,0.0003754079,0.00006655137,0.0001107552,0.0004258192,0.00001530919,0.00002266486,0.00009241174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09937237,"threshold_uncertainty_score":0.9959368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4052452839898477,"score_gpt":0.6820499481012101,"score_spread":0.2768046641113625,"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."}}