{"id":"W3194312956","doi":"10.4102/hsag.v26i0.1586","title":"Coping mechanisms used by the families of mental health care users in Mahikeng sub-district, North West province","year":2021,"lang":"en","type":"article","venue":"Health SA Gesondheid","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"North-West University","keywords":"Mental health; Coping (psychology); Mental health care; Psychology; Nursing; Psychiatry; Medicine","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":[0.000754808,0.0003051679,0.0003784825,0.0007356124,0.005197348,0.001215166,0.0007027344,0.0005836035,0.002607668],"category_scores_gemma":[0.002083682,0.0002912981,0.0002743176,0.0007117036,0.001871296,0.0007928639,0.001420244,0.0005958354,0.0001026937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00310321,"about_ca_system_score_gemma":0.002997838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0447116,"about_ca_topic_score_gemma":0.07812841,"domain_scores_codex":[0.9993987,0.0002549937,0.00003185727,0.00004395477,0.00005501629,0.0002154548],"domain_scores_gemma":[0.9991749,0.0002955627,0.0002291133,0.00002321334,0.00007730439,0.0001998339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001740702,0.000190146,0.2842655,0.000466299,0.00004437267,0.007297192,0.6805748,0.0001039078,0.002031667,0.000555921,0.001095621,0.02320052],"study_design_scores_gemma":[0.000008647839,0.0001729698,0.1726734,0.0002346425,0.00002055015,0.001568652,0.8229105,0.00008703626,0.0001818285,0.0001605268,0.001958422,0.00002285076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988721,0.0003103412,0.00002649497,0.0003458883,0.000003502191,0.00001792598,0.00002433127,0.000001233935,0.0003982318],"genre_scores_gemma":[0.9992704,0.0003583428,0.00006617596,0.00006991408,0.00000203757,0.0000211849,0.00001195762,6.451853e-7,0.0001993776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0447116,"threshold_uncertainty_score":0.08890265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876774525266761,"score_gpt":0.304049092324455,"score_spread":0.2852813470717874,"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."}}