{"id":"W3136364345","doi":"10.1177/10775595211001109","title":"Reasonable Efforts? Child Maltreatment Investigations and Service Referrals of Parents With Ascribed Cognitive Impairments in Canada","year":2021,"lang":"en","type":"article","venue":"Child Maltreatment","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Brock University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Referral; Cognition; Poison control; Service (business); Human factors and ergonomics; Injury prevention; Suicide prevention; Medicine; Occupational safety and health; Psychology; Conflation; Developmental psychology; Clinical psychology; Psychiatry; Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006220576,0.0003516601,0.0004802133,0.00009107042,0.0001543216,0.00002017214,0.00009181191,0.00007550572,0.0005600107],"category_scores_gemma":[0.00001311517,0.0002914408,0.00005135075,0.0004192175,0.00005523902,0.0000921834,0.00006386681,0.0001687761,0.00002232202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004545435,"about_ca_system_score_gemma":0.0004431754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5452812,"about_ca_topic_score_gemma":0.8180702,"domain_scores_codex":[0.9980754,0.0001226803,0.0004125828,0.0006358413,0.0002802336,0.00047326],"domain_scores_gemma":[0.9989171,0.00009216627,0.0001762389,0.0004424963,0.0001202816,0.000251705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003114062,0.001879574,0.987662,0.00009180538,0.001220881,0.001528303,0.003132563,0.00003445318,0.000007217967,0.0009791651,0.0003686171,0.002784051],"study_design_scores_gemma":[0.007435372,0.000363976,0.9840192,0.0008859384,0.0003214808,0.0005817661,0.003240447,0.000006124079,0.002051926,0.0001121365,0.0006817821,0.000299866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722211,0.001863088,0.000001580624,0.002118499,0.0001287922,0.0008539936,0.000278154,0.00002438983,0.02251036],"genre_scores_gemma":[0.9968587,0.000202828,0.000159127,0.001509816,0.00003371435,0.0002411821,0.0005045195,0.00003650791,0.0004536335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.272789,"threshold_uncertainty_score":0.9999537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02081043903425977,"score_gpt":0.2584313482010691,"score_spread":0.2376209091668093,"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."}}