{"id":"W4381185837","doi":"10.32920/23541576","title":"Placement in out of home care during investigations in Ontario in 2018","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neglect; Demographics; Incidence (geometry); Child abuse; Welfare; Child neglect; Psychology; Child protection; Medicine; Demography; Environmental health; Psychiatry; Injury prevention; Poison control; Nursing; Political science","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":[0.001476293,0.0004205726,0.0005732244,0.002519522,0.005284105,0.002283949,0.001613117,0.0006114804,0.003037327],"category_scores_gemma":[0.009350615,0.0009454637,0.0005737842,0.006314511,0.00183199,0.00123815,0.00383983,0.001272726,0.0003446397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04212206,"about_ca_system_score_gemma":0.03982501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9649343,"about_ca_topic_score_gemma":0.9832823,"domain_scores_codex":[0.9956862,0.0005032572,0.0004089166,0.0002827608,0.001692899,0.001425975],"domain_scores_gemma":[0.9897703,0.0006948952,0.004768583,0.0003552827,0.002515539,0.00189547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003291685,0.0001005406,0.9092203,0.0003601218,0.0000677737,0.002645037,0.05901439,0.0001209469,0.0007088997,0.0004988367,0.008001065,0.0189328],"study_design_scores_gemma":[0.000006633909,0.00004181308,0.9658836,0.0003086741,0.00001856042,0.0005047864,0.0275961,0.00006457899,0.0001221032,0.00007060221,0.005356432,0.00002611064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824167,0.002074434,0.0001641402,0.001357305,0.00007187266,0.0002048194,0.004990698,0.00003442672,0.008685433],"genre_scores_gemma":[0.9919892,0.002557678,0.000246997,0.0003886341,0.00002740426,0.0001017895,0.001916842,0.00002981882,0.002741639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04212206,"threshold_uncertainty_score":0.3056183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07864142207315884,"score_gpt":0.3163311108046005,"score_spread":0.2376896887314416,"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."}}