{"id":"W7055294788","doi":"","title":"Childhood Maltreatment and the Association with Life Dissatisfaction","year":2021,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Logistic regression; Association (psychology); Poison control; Bivariate analysis; Mental health; Injury prevention; Suicide prevention; Occupational safety and health; Child abuse","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009702686,0.0001781814,0.0002519644,0.0007579593,0.0005197444,0.0009389248,0.000346787,0.0002997563,0.004310753],"category_scores_gemma":[0.005300258,0.000162392,0.0006485691,0.001174707,0.0004734866,0.0003952493,0.0008751741,0.001019449,0.0002467901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007193016,"about_ca_system_score_gemma":0.00068375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02847873,"about_ca_topic_score_gemma":0.02833178,"domain_scores_codex":[0.999341,0.000199577,0.00005828308,0.00007786051,0.0001456092,0.0001777241],"domain_scores_gemma":[0.9951132,0.0009085116,0.002538132,0.0001716932,0.0004686785,0.0007997899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002611966,0.00003733847,0.9978116,0.000008437992,0.00002858107,0.00002343198,0.0001644801,0.00002825084,0.00003565261,0.00003087952,0.00005337717,0.00175176],"study_design_scores_gemma":[9.293744e-7,0.00002441241,0.9993114,0.000006846744,0.000008772934,0.00004503475,0.0003025476,0.0001107272,0.00001939769,0.00001890261,0.0001489863,0.000002009554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976331,0.0004662793,0.0001135288,0.0002270016,0.00001286058,0.00001011692,0.0002536887,0.000003673415,0.001279731],"genre_scores_gemma":[0.9991146,0.0001756568,0.00007677297,0.00004251649,0.000009012161,0.000006555474,0.0001980298,0.000001982307,0.0003749749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02847873,"threshold_uncertainty_score":0.05662596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002792855914190662,"score_gpt":0.1773246448360762,"score_spread":0.1745317889218855,"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."}}