{"id":"W4220756267","doi":"10.1186/s13643-022-01918-3","title":"Impacts of parental technoference on parent-child relationships and child health and developmental outcomes: a scoping review protocol","year":2022,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"PsycINFO; CINAHL; Medicine; Grey literature; Critical appraisal; MEDLINE; Scopus; Child development; Systematic review; Inclusion (mineral); Protocol (science); Nursing; Alternative medicine; Psychological intervention; Psychiatry; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006414563,0.0006362886,0.005881649,0.0003770421,0.0009595845,0.00009058802,0.0005562864,0.0002237384,0.0001011665],"category_scores_gemma":[0.008505289,0.0004151294,0.0003870813,0.0009452739,0.0002249356,0.0001726894,0.0003472224,0.0006550092,0.00004763461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004559549,"about_ca_system_score_gemma":0.00113164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004291741,"about_ca_topic_score_gemma":0.0002736001,"domain_scores_codex":[0.9918749,0.00252501,0.003757372,0.0006607464,0.000736124,0.0004458057],"domain_scores_gemma":[0.9946694,0.001069022,0.003442549,0.0005178931,0.00003140257,0.0002696861],"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":[8.33575e-7,0.00004303716,0.0002762105,0.8995793,0.00005030986,0.00000146516,0.0006648875,8.064749e-10,3.551667e-10,0.002478731,0.0002995877,0.09660557],"study_design_scores_gemma":[0.00009041469,0.00004589635,0.000005644507,0.5813882,0.00007438912,0.00005080345,0.0004701813,2.062049e-8,7.14622e-9,0.00004394181,0.4175976,0.0002329775],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.363601e-7,0.7195678,0.000002644377,0.00018116,0.00005975182,0.2747059,0.00001401344,0.00006928835,0.00539905],"genre_scores_gemma":[0.000008981018,0.828449,0.0002082536,0.0001824909,0.00001447617,0.1710068,0.00004319596,0.00002937825,0.00005745906],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.417298,"threshold_uncertainty_score":0.9998465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2079830874164008,"score_gpt":0.4446335766833038,"score_spread":0.236650489266903,"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."}}