{"id":"W3206611508","doi":"10.1007/s42448-021-00097-3","title":"Examining the Prospects for Developing a National Child Maltreatment Surveillance System in Ireland","year":2021,"lang":"en","type":"article","venue":"International Journal on Child Maltreatment Research Policy and Practice","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Irish Research Council; University College Cork; Irish Research eLibrary","keywords":"Irish; Government (linguistics); Context (archaeology); Child abuse; Child protection; Plan (archaeology); Political science; Poison control; Suicide prevention; Medicine; Public relations; Environmental health; Nursing; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1454361,0.0004371762,0.0006477701,0.003541048,0.001669687,0.008042403,0.003626531,0.001513802,0.003056446],"category_scores_gemma":[0.1072685,0.0007421195,0.001218034,0.003681123,0.00190251,0.008549131,0.007426875,0.002560621,0.0008959477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02350866,"about_ca_system_score_gemma":0.09755547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.157103,"about_ca_topic_score_gemma":0.1270092,"domain_scores_codex":[0.9369795,0.04430434,0.005836966,0.001719813,0.006167041,0.004992396],"domain_scores_gemma":[0.859167,0.04356392,0.0162796,0.008805943,0.06127659,0.01090702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001120412,0.001197541,0.31975,0.0110269,0.0003014399,0.0006120618,0.01554859,0.005116585,0.001809644,0.04139495,0.05449637,0.5476255],"study_design_scores_gemma":[0.0006010879,0.004159374,0.5980241,0.02829518,0.0004863327,0.0007715141,0.08661535,0.0134475,0.004857563,0.009051172,0.2531092,0.0005815169],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4778161,0.02710641,0.05965284,0.3035828,0.003519807,0.01221131,0.006831858,0.001266013,0.1080128],"genre_scores_gemma":[0.8095955,0.01794696,0.1361529,0.01567377,0.0004627641,0.006693398,0.005989678,0.0001718871,0.007313157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.157103,"threshold_uncertainty_score":0.7691489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1459825385485916,"score_gpt":0.4630268151820673,"score_spread":0.3170442766334757,"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."}}