{"id":"W102526562","doi":"10.1177/070674371105600908","title":"Prevalence of Psychiatric Disorder in Lone Fathers and Mothers: Examining the Intersection of Gender and Family Structure on Mental Health","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Centre for Addiction and Mental Health; Brock University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; CIDI; Psychology; Anxiety; Psychiatry; Mood; Mood disorders; Population; Clinical psychology; Anxiety disorder; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007317252,0.00005941304,0.00009885558,0.0001342941,0.0002924201,0.00001290802,0.000155262,0.00005201287,0.00001747932],"category_scores_gemma":[0.00001761111,0.00003638762,0.0000266968,0.0001899691,0.0003257874,0.00006375331,0.000005261503,0.0002310405,8.594064e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006515134,"about_ca_system_score_gemma":0.000688963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03859694,"about_ca_topic_score_gemma":0.4611481,"domain_scores_codex":[0.9992214,0.0002007735,0.0002482974,0.0000656546,0.0001351553,0.000128724],"domain_scores_gemma":[0.9994607,0.00003449528,0.0002962829,0.00007865157,0.00003040547,0.00009945858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002264845,0.00001728079,0.8870985,0.000040442,0.00003074611,1.688334e-7,0.08387064,0.00007761727,0.000005756774,0.0271345,0.0001321811,0.001569534],"study_design_scores_gemma":[0.0002494272,0.0001774997,0.9261309,0.00009641043,0.00001509146,0.000005960777,0.05787291,0.0000682824,2.338098e-7,0.01529864,0.0000414354,0.00004323373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915387,0.004538563,0.00003024627,0.001840415,0.0006979746,0.0001297034,0.00001473662,8.86937e-7,0.001208789],"genre_scores_gemma":[0.9988517,0.0003827434,0.0005163827,0.000173281,0.00004991155,3.147271e-7,1.610618e-7,0.000005652252,0.00001983548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4225511,"threshold_uncertainty_score":0.9678051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469832966938228,"score_gpt":0.2671128728709274,"score_spread":0.2324145432015452,"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."}}