{"id":"W7132876158","doi":"","title":"The Intersection between Child Irritability and Parental and Family Factors in Children with Disruptive Behaviour","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute","funders":"","keywords":"Irritability; Mental health; Vulnerability (computing); Poison control; Suicide prevention; Human factors and ergonomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004450836,0.0003732918,0.001327688,0.003460629,0.0003316559,0.001426273,0.0005025125,0.0005130551,0.0009044739],"category_scores_gemma":[0.01658011,0.0003997923,0.002289389,0.003836567,0.0007406278,0.001192511,0.001028939,0.001038136,0.00006019143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001471822,"about_ca_system_score_gemma":0.00245332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01525665,"about_ca_topic_score_gemma":0.03457311,"domain_scores_codex":[0.9959163,0.001745449,0.001048853,0.0003868456,0.000751915,0.0001507963],"domain_scores_gemma":[0.9851474,0.01036879,0.003450214,0.0002080932,0.0006330454,0.0001924613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005851355,0.0001030852,0.5574305,0.1548638,0.01058929,0.001649419,0.007750947,0.0002443747,0.0004830947,0.001355559,0.001675393,0.2632694],"study_design_scores_gemma":[0.00005207067,0.0002546796,0.8732457,0.09665909,0.009675077,0.003094071,0.004282904,0.0001187319,0.0002348324,0.000740251,0.01157302,0.00006952168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09577619,0.9013309,0.0002066289,0.000797253,0.00006172965,0.00005071049,0.0005037187,0.000005526161,0.001267339],"genre_scores_gemma":[0.4523568,0.5453806,0.001103205,0.0003778319,0.00007360463,0.0001237653,0.0004575015,0.000007763311,0.0001189291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01525665,"threshold_uncertainty_score":0.03033566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446166095442785,"score_gpt":0.3128640915636234,"score_spread":0.2984024306091955,"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."}}