{"id":"W4396745945","doi":"10.1177/10775595241253785","title":"Introduction: COVID-19 Related Professional Challenges, Innovations, and Implications for Child Maltreatment Victims","year":2024,"lang":"en","type":"article","venue":"Child Maltreatment","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Child abuse; Poison control; Suicide prevention; Human factors and ergonomics; 2019-20 coronavirus outbreak; Injury prevention; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Occupational safety and health; Psychology; Medicine; Criminology; Medical emergency; Virology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002193028,0.0003517435,0.0002898056,0.0002800031,0.0006968669,0.00006550574,0.000119814,0.0001957636,0.001484165],"category_scores_gemma":[0.00003380884,0.0002856926,0.0001345428,0.0003948957,0.0000978886,0.000125097,0.00005227331,0.0002539614,0.0002895397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676508,"about_ca_system_score_gemma":0.0001209916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003041355,"about_ca_topic_score_gemma":0.0000344113,"domain_scores_codex":[0.9979358,0.0000703341,0.0004592021,0.001010378,0.0001260164,0.0003982944],"domain_scores_gemma":[0.9987619,0.000194282,0.00009541344,0.0006445866,0.00005876368,0.0002450891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001396147,0.001480541,0.001368163,0.0001738133,0.001417676,0.00003037767,0.005172711,0.00001149079,0.00001111308,0.8638519,0.0594416,0.06690098],"study_design_scores_gemma":[0.003151194,0.0005304916,0.1009913,0.0001301973,0.0003698193,0.001182421,0.0007971972,0.00001400145,0.00005292576,0.009734106,0.88265,0.0003964054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04953552,0.0865273,0.0004361233,0.8062879,0.004071732,0.004756057,0.0006716019,0.001056735,0.04665701],"genre_scores_gemma":[0.9701039,0.005169092,0.0007804023,0.002351826,0.002542589,0.003901049,0.00180735,0.0001252296,0.01321862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9205683,"threshold_uncertainty_score":0.9999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03588240287490997,"score_gpt":0.3387113739122861,"score_spread":0.3028289710373761,"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."}}