{"id":"W4381191302","doi":"10.32920/23541555","title":"Police Involvement in Child Maltreatment 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":"Referral; Neglect; Incidence (geometry); Child abuse; Psychology; Medicine; Psychiatry; Criminology; Injury prevention; Poison control; Family medicine; Medical emergency","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":[0.001417117,0.0004341226,0.00072631,0.002928994,0.005348335,0.002291819,0.001926806,0.0005207748,0.00315013],"category_scores_gemma":[0.007481987,0.001123361,0.0007358904,0.0087424,0.001486027,0.001261031,0.004151975,0.00151685,0.0003912517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05159068,"about_ca_system_score_gemma":0.04481867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882308,"about_ca_topic_score_gemma":0.9953781,"domain_scores_codex":[0.9970234,0.000289797,0.0002587478,0.000207307,0.0012372,0.0009836353],"domain_scores_gemma":[0.9903696,0.0004306702,0.004106894,0.0002416679,0.003257572,0.001593633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001624223,0.00006260163,0.9613674,0.0001711222,0.00004383305,0.0003719726,0.02285786,0.00008287779,0.0001831166,0.0002131373,0.00591274,0.008570865],"study_design_scores_gemma":[0.000004933454,0.00001642696,0.9842541,0.0001085705,0.00001087016,0.00006516008,0.01203146,0.0000522845,0.00004011495,0.00002494683,0.003379803,0.0000112398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789875,0.001325928,0.000120875,0.001555259,0.00005780858,0.0002041142,0.01046551,0.00002124658,0.007261831],"genre_scores_gemma":[0.9871696,0.002307942,0.0002471109,0.0002660395,0.00003467879,0.0002209604,0.005152596,0.00002546878,0.004575473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05159068,"threshold_uncertainty_score":0.3743184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0909852580314711,"score_gpt":0.3188769055007032,"score_spread":0.2278916474692321,"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."}}