{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008655831,0.001716893,0.007149596,0.01594693,0.0007822619,0.002604201,0.002057699,0.001925762,0.004116043],"category_scores_gemma":[0.04504953,0.001071045,0.006341331,0.01325342,0.001056043,0.002729391,0.001622836,0.001126817,0.0003590589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004241766,"about_ca_system_score_gemma":0.01160271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008658323,"about_ca_topic_score_gemma":0.02377802,"domain_scores_codex":[0.9916213,0.002771262,0.003174728,0.0005100836,0.001703228,0.0002194275],"domain_scores_gemma":[0.9613503,0.03017174,0.00501734,0.0003941976,0.002766302,0.0003001182],"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":[0.0001270217,0.0000156795,0.000716566,0.9518052,0.003846554,0.00007436726,0.0001452527,0.00005436659,0.00007388105,0.0001335655,0.001049721,0.04195771],"study_design_scores_gemma":[0.0001534635,0.0001290125,0.003805144,0.9435912,0.03834518,0.0004035556,0.0002621959,0.00008284269,0.000126379,0.0002057502,0.01286223,0.00003301921],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004414159,0.9987906,0.00009259403,0.0001351518,0.00005879868,0.0002074496,0.0001545568,0.000005357529,0.0001141724],"genre_scores_gemma":[0.007753185,0.9907835,0.0006296568,0.0002304598,0.00004542942,0.0003552875,0.0001469027,0.00000317492,0.00005244015],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01594693,"threshold_uncertainty_score":0.04577696,"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."}}