{"id":"W4393238613","doi":"10.1016/j.chiabu.2024.106759","title":"The remote work of child protection professionals during COVID-19: A scoping review and thematic analysis","year":2024,"lang":"en","type":"review","venue":"Child Abuse & Neglect","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Université Laval","funders":"","keywords":"Thematic analysis; Work (physics); Child protection; Pandemic; Thematic map; Coronavirus disease 2019 (COVID-19); Public relations; Political science; Medicine; Sociology; Nursing; Qualitative research; Engineering; Geography; Social science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005004541,0.0004115337,0.002276981,0.0003535639,0.002119989,0.00019058,0.0004446802,0.0002277314,0.00006657407],"category_scores_gemma":[0.003966155,0.0002297117,0.0009503416,0.004508103,0.0004412126,0.0001278607,0.0001107796,0.0007783999,0.00001190097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065915,"about_ca_system_score_gemma":0.0004928552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001530186,"about_ca_topic_score_gemma":0.0003870167,"domain_scores_codex":[0.9926492,0.004690036,0.001107493,0.0006151348,0.0005346075,0.0004035352],"domain_scores_gemma":[0.9967484,0.001484778,0.0009471372,0.0005180298,0.00008913205,0.0002124853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001020156,0.00004672191,0.000001090915,0.4360175,0.002221027,0.000006013853,0.01591568,0.00000118974,1.112416e-7,0.002102513,0.0003044278,0.5433736],"study_design_scores_gemma":[0.00007134402,0.0000214236,0.000004117889,0.6797802,0.00872217,0.000009368679,0.0004409332,0.000001740384,4.785153e-7,0.0005482932,0.3100624,0.0003375254],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007698511,0.9903609,0.0006571917,0.002835381,0.0001741204,0.004912346,0.00001086,0.00008203941,0.0009594827],"genre_scores_gemma":[0.000009783412,0.9980245,0.0003449937,0.0002838642,0.000229215,0.0002595293,0.000008238364,0.00004149032,0.0007984212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.543036,"threshold_uncertainty_score":0.9991791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220218379072785,"score_gpt":0.4815967934398522,"score_spread":0.3595749555325738,"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."}}