{"id":"W4293515530","doi":"10.3390/children9081257","title":"Diagnostic Tools in the Detection of Physical Child Abuse: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Children","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Child abuse; Psychology; Medicine; Medical emergency; Human factors and ergonomics; Poison control","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007038049,0.0004253855,0.002754341,0.0002384515,0.00007779409,0.00002535228,0.0009191207,0.0001403886,0.0006236843],"category_scores_gemma":[0.000619468,0.0002601348,0.0009658272,0.001099432,0.00005156311,0.00004906651,0.00006147911,0.0009984603,0.0006793781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006430085,"about_ca_system_score_gemma":0.00003268381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000284597,"about_ca_topic_score_gemma":0.00001295429,"domain_scores_codex":[0.9964237,0.00144418,0.001011416,0.0004804352,0.0003564418,0.0002838862],"domain_scores_gemma":[0.9945211,0.003467214,0.0006903497,0.001272175,0.00001262082,0.00003650516],"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":[0.000002303198,0.0005603131,0.000006204665,0.7044557,0.000643422,0.00003360265,0.001720526,1.471572e-7,6.39803e-9,0.0006982536,0.0003944311,0.2914851],"study_design_scores_gemma":[0.000347515,0.0001594133,0.0006042759,0.6942852,0.006545936,0.0009551397,0.00005435239,1.336361e-7,9.983175e-8,0.00002212021,0.2965874,0.0004383613],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006766725,0.9884683,0.000001721167,0.00002022094,0.0002176846,0.00645297,0.0001013581,0.00002931513,0.004640754],"genre_scores_gemma":[0.0008026494,0.9969292,4.663703e-7,0.0002433661,0.0003027108,0.001426148,0.000177422,0.00005798874,0.00006007367],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.296193,"threshold_uncertainty_score":0.9999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04492076662993714,"score_gpt":0.3400945137951709,"score_spread":0.2951737471652338,"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."}}