{"id":"W6904550523","doi":"10.1371/journal.pone.0287015.s001","title":"Derivation of study sample from CCHS 2005.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Mediation; Population; Association (psychology); Linkage (software); Community health; Sample (material); Health care; Record linkage","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":[0.002909821,0.00103296,0.0008509053,0.003944545,0.001675012,0.001368929,0.001983637,0.001037389,0.05367204],"category_scores_gemma":[0.01465925,0.0007660588,0.0005507783,0.006222539,0.0002318942,0.0006490666,0.001094067,0.001409091,0.02122422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007748978,"about_ca_system_score_gemma":0.01766031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4604402,"about_ca_topic_score_gemma":0.3826342,"domain_scores_codex":[0.9978634,0.0004527932,0.0003490715,0.000383123,0.0005909114,0.0003608165],"domain_scores_gemma":[0.9944333,0.000367643,0.0002962519,0.0004130366,0.003945419,0.0005443463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003136409,0.0001565342,0.04149645,0.0006289477,0.00005530342,0.0001992246,0.000617049,0.000230809,0.0001329296,0.001310892,0.9324096,0.02244868],"study_design_scores_gemma":[0.0007231314,0.000232885,0.2752637,0.001482419,0.0001294967,0.0003755211,0.002234009,0.001006599,0.0002960425,0.001096206,0.7170817,0.00007831486],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01175897,0.0007556887,0.001857963,0.0008806337,0.0005466884,0.01834166,0.9462327,0.0001995566,0.01942626],"genre_scores_gemma":[0.06966004,0.001660059,0.01303148,0.00517191,0.0005093567,0.1362951,0.7385219,0.0002295821,0.03492047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4604402,"threshold_uncertainty_score":0.9155203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039525691298133,"score_gpt":0.3445323683386825,"score_spread":0.2405797992088692,"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."}}