{"id":"W2032854787","doi":"10.1016/j.socscimed.2004.03.035","title":"Single mothers and the use of professionals for mental health care reasons","year":2004,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Psychopathology; Single mothers; Multivariate analysis; Population; Single parent; Medicine; Health care; Psychiatry; Bivariate analysis; Psychology; Environmental health; Developmental psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001168959,0.00004957166,0.0001253958,0.00003716594,0.001858501,0.00002672519,0.0001538241,0.00002648692,0.000007974044],"category_scores_gemma":[0.0004427967,0.00003094957,0.00003325856,0.0002697886,0.003069063,0.0001447163,0.00002249359,0.00004272815,1.183139e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614896,"about_ca_system_score_gemma":0.0006389511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002742668,"about_ca_topic_score_gemma":0.002113711,"domain_scores_codex":[0.9989317,0.00006738489,0.0001389577,0.000131537,0.0005219699,0.0002084679],"domain_scores_gemma":[0.9994765,0.0001016597,0.00010557,0.00004738576,0.0002009323,0.00006797522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002189,0.00001824191,0.000200632,0.000007718433,0.000003974486,5.970558e-8,0.4228108,0.000006188665,0.0009406544,0.5691274,0.00165096,0.00521152],"study_design_scores_gemma":[0.00546331,0.0005352063,0.002874762,0.0005843249,0.00003716713,0.000001596659,0.844961,0.0003206433,0.0002485327,0.02254379,0.1220865,0.0003432326],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8170686,0.000675954,0.0009067668,0.1748004,0.001178093,0.001103411,0.00004709049,0.00002247516,0.004197227],"genre_scores_gemma":[0.9970422,0.00003535495,0.0002025554,0.002179677,0.0002953095,0.00001407568,0.000005457207,0.000003554666,0.000221756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5465836,"threshold_uncertainty_score":0.999644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690747551758305,"score_gpt":0.3694373868896397,"score_spread":0.3325299113720567,"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."}}