{"id":"W2120703990","doi":"10.7870/cjcmh-2013-004","title":"Factors Associated with Childhood Depression in Saskatoon Students: A Multilevel Analysis","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Saskatchewan","funders":"","keywords":"Multilevel model; Demographics; Depression (economics); Psychology; Logistic regression; Multilevel modelling; Childhood Depression; Clinical psychology; Demography; Medicine; Psychiatry; Anxiety","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":[0.0008595142,0.0005000374,0.0006839041,0.0015163,0.001513754,0.001294983,0.0006569173,0.0004416455,0.002306411],"category_scores_gemma":[0.001467351,0.0005640034,0.001538693,0.002829699,0.0003987093,0.0005301044,0.001779302,0.001280078,0.0001907364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002872307,"about_ca_system_score_gemma":0.004048997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5321701,"about_ca_topic_score_gemma":0.7162312,"domain_scores_codex":[0.9991801,0.0002190183,0.00007297883,0.0001364046,0.0001042126,0.0002871783],"domain_scores_gemma":[0.999078,0.0001567492,0.0002237174,0.0001039558,0.0001928592,0.0002447032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003576098,0.00002890293,0.9979729,0.000009365394,0.0002100509,0.00004425699,0.0002747855,0.00007433864,0.0000865097,0.00002971608,0.0001094341,0.001123971],"study_design_scores_gemma":[0.000005467634,0.00003373358,0.9973917,0.00002484354,0.0001099286,0.0000316537,0.001593905,0.0005789603,0.00003083831,0.00003714397,0.0001530353,0.000008660997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985859,0.0001787603,0.0001525865,0.00007939893,0.000007235773,0.00002315933,0.0006930626,0.000004187097,0.0002756668],"genre_scores_gemma":[0.9986135,0.0001761431,0.0002916199,0.00003254246,0.000003285644,0.00003262353,0.0006835663,0.000002450195,0.0001642119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4678299,"threshold_uncertainty_score":0.94117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06319981810431133,"score_gpt":0.3418604999193912,"score_spread":0.2786606818150799,"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."}}