{"id":"W2741029204","doi":"","title":"A comparison of two cohorts among child welfare investigations in Alberta: child, caregivers, household, & case risk factors","year":2015,"lang":"en","type":"article","venue":"Journal of undergraduate research in Alberta","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Neglect; Population; Child development; Welfare; Psychology; Child abuse; Child neglect; Intervention (counseling); Developmental psychology; Early childhood; Medicine; Demography; Suicide prevention; Poison control; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001597633,0.000694321,0.0005251384,0.004555379,0.002962858,0.001815183,0.001825043,0.0005966304,0.001497808],"category_scores_gemma":[0.003535796,0.0006179261,0.0006975497,0.005465881,0.001056054,0.0007204058,0.00242823,0.0009301131,0.0002716908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008872294,"about_ca_system_score_gemma":0.008006038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8504006,"about_ca_topic_score_gemma":0.8847303,"domain_scores_codex":[0.9980795,0.0002699122,0.000106449,0.000213428,0.0006468403,0.0006836876],"domain_scores_gemma":[0.9979782,0.0001576147,0.0007470116,0.000107726,0.0005816839,0.0004278704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008683469,0.00009745664,0.9960169,0.00001666954,0.00003342913,0.000116574,0.001873106,0.00003088996,0.0000649709,0.00004016519,0.0001931525,0.001429753],"study_design_scores_gemma":[0.000005510041,0.00006561774,0.9945246,0.00001851997,0.00001322848,0.0000729409,0.005028643,0.00004525394,0.00001777069,0.00001169628,0.0001927243,0.000003445114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980255,0.0002164878,0.00006163704,0.00003908208,0.000006390588,0.0001252491,0.0007221234,0.000002908087,0.0008005765],"genre_scores_gemma":[0.9966713,0.0005017394,0.0002011464,0.00005726501,0.000009785441,0.0001426959,0.001844336,0.000003234855,0.0005685935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1495994,"threshold_uncertainty_score":0.3009607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161129662773993,"score_gpt":0.3969893986845362,"score_spread":0.2808764324071369,"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."}}