{"id":"W7162006309","doi":"10.82308/31829","title":"Ministers as informal mental health care professionals","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Mental health care; Health care; Health services","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004189067,0.0003110876,0.0003596821,0.0006839422,0.009401792,0.004011933,0.0009187632,0.001461371,0.02292495],"category_scores_gemma":[0.009676969,0.0004206939,0.0002575802,0.001459682,0.005034897,0.002264205,0.005901609,0.002644194,0.002571031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01362096,"about_ca_system_score_gemma":0.03589709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1749203,"about_ca_topic_score_gemma":0.2996927,"domain_scores_codex":[0.9947861,0.002016218,0.0001839835,0.0003362547,0.0008899185,0.001787527],"domain_scores_gemma":[0.9939621,0.001008154,0.0007943006,0.0002929233,0.001138238,0.002804278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000336677,0.0002743435,0.06861831,0.001275739,0.00003975913,0.002860968,0.6038091,0.0001885594,0.002270083,0.1066018,0.1329239,0.08080069],"study_design_scores_gemma":[0.00005502688,0.00009358602,0.03339965,0.0006477684,0.0000204494,0.0005443452,0.4262843,0.0001553137,0.0002590428,0.003646608,0.5348425,0.00005141278],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6452146,0.005354028,0.003591355,0.07148013,0.002202053,0.0009123812,0.0006633886,0.000190862,0.2703913],"genre_scores_gemma":[0.8945378,0.002365999,0.001156916,0.009917483,0.000152613,0.0002846896,0.0001790276,0.00004741869,0.09135799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1749203,"threshold_uncertainty_score":0.3478044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107548584047814,"score_gpt":0.4936523204613325,"score_spread":0.3861037364135185,"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."}}