{"id":"W3029187369","doi":"10.1016/j.psychres.2020.113140","title":"Targeting the problem of treatment non-adherence among mentally ill patients: The impact of loss, grief and stigma","year":2020,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Grief; Stigma (botany); Mentally ill; Psychology; Psychotherapist; Psychiatry; Clinical psychology; Social stigma; Medicine; Mental health; Mental illness; Family 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":[0.004069691,0.000218364,0.000482547,0.0006745765,0.0006125479,0.0008541177,0.0002188507,0.0003279158,0.0008522747],"category_scores_gemma":[0.01451722,0.0001739698,0.0006179431,0.0004951065,0.000649139,0.0005931301,0.0009676763,0.0008365542,0.0000575237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004850899,"about_ca_system_score_gemma":0.001042443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001772955,"about_ca_topic_score_gemma":0.004136073,"domain_scores_codex":[0.9971288,0.001947793,0.0001843575,0.0001025748,0.0004621805,0.0001743191],"domain_scores_gemma":[0.9889942,0.006877957,0.002853249,0.000522649,0.0003819155,0.0003700924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001882994,0.0003712019,0.9110448,0.0001489702,0.0001947698,0.0001717113,0.003504706,0.0002810559,0.000823553,0.0002994336,0.0001207852,0.08285074],"study_design_scores_gemma":[0.000008214024,0.0003123111,0.9947208,0.00007209901,0.00007299245,0.0003279154,0.002660472,0.000876787,0.0002614698,0.0004219829,0.0002523662,0.00001254263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981359,0.0003604495,0.0006371112,0.0003716777,0.000006412284,0.00002138309,0.0000143828,0.000003645465,0.0004490566],"genre_scores_gemma":[0.9991941,0.0001316871,0.0005440515,0.00005207091,0.000006675127,0.000009814458,0.00001270669,9.117072e-7,0.00004799065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004069691,"threshold_uncertainty_score":0.02152282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06893047150147194,"score_gpt":0.4308744874726468,"score_spread":0.3619440159711749,"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."}}