{"id":"W4392872197","doi":"10.1016/j.chipro.2024.100014","title":"Uncovering physical harm in cases of reported child maltreatment","year":2024,"lang":"en","type":"article","venue":"Child Protection and Practice","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Toronto; McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Harm; Neglect; Child abuse; Physical abuse; Child protection; Statute; Poison control; Medicine; Injury prevention; Psychology; Environmental health; Psychiatry; Political science; Social psychology; Law; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002598028,0.0001128479,0.0001424374,0.0001170276,0.00007436687,0.00003814107,0.00002937356,0.00005979484,0.0002085893],"category_scores_gemma":[0.000188085,0.00009858479,0.00005136963,0.000271023,0.00003190644,0.0002337734,0.00001772468,0.0003381919,0.00005759898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002823032,"about_ca_system_score_gemma":0.00001439017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008746949,"about_ca_topic_score_gemma":0.00004398559,"domain_scores_codex":[0.999134,0.0001313117,0.0002026839,0.0003097578,0.00009671325,0.0001255182],"domain_scores_gemma":[0.9994007,0.0002672386,0.00008683935,0.000185452,0.0000202394,0.00003947814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007043394,0.007313476,0.00274736,0.001174788,0.003337453,0.007996463,0.06343804,0.0002973241,0.002586715,0.05550969,0.00301882,0.8455365],"study_design_scores_gemma":[0.004228074,0.001814913,0.1018213,0.001437949,0.0006554583,0.03143084,0.004902533,0.0003278844,0.0106102,0.002060961,0.8399203,0.0007896016],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8360045,0.003639354,0.0001283568,0.00752882,0.0009109419,0.0007837933,0.000009295912,0.000148779,0.1508462],"genre_scores_gemma":[0.9989994,0.0001459745,0.00003110723,0.0001669412,0.0002279873,0.0000613501,0.000003924038,0.00001560351,0.0003477675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8447469,"threshold_uncertainty_score":0.4020171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04758340039322728,"score_gpt":0.3518896925255106,"score_spread":0.3043062921322833,"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."}}