{"id":"W4205530623","doi":"10.2196/preprints.31211","title":"Implementation of an Internet-Based Acceptance and Commitment Therapy for Promoting Mental Health Among Migrant Live-in Caregivers in Canada: Protocol (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acceptance and commitment therapy; Mental health; Psychosocial; Psychology; Mindfulness; Distress; Psychological resilience; Anxiety; Clinical psychology; Peer support; Psychological intervention; Intervention (counseling); Social support; Psychiatry; Psychotherapist","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":[0.01123693,0.002164364,0.002794335,0.00200998,0.00816684,0.002499834,0.002611997,0.002429068,0.04320116],"category_scores_gemma":[0.008274321,0.002109553,0.002049849,0.002474888,0.001676809,0.001195108,0.001630761,0.003302451,0.005046389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02251194,"about_ca_system_score_gemma":0.0986289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3095784,"about_ca_topic_score_gemma":0.4671301,"domain_scores_codex":[0.9940788,0.00229122,0.0008592288,0.0005323165,0.0007539684,0.001484528],"domain_scores_gemma":[0.9941463,0.0006494453,0.0006398091,0.0003740878,0.002660832,0.001529461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1915898,0.1161459,0.02129898,0.05268057,0.001022836,0.001712098,0.02106681,0.006175176,0.007831092,0.004660639,0.1594216,0.4163946],"study_design_scores_gemma":[0.3779,0.06593491,0.1439898,0.02191711,0.001668963,0.000250134,0.02167649,0.003769253,0.00861311,0.0028518,0.3507073,0.000721027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006822525,0.00009619018,0.000418433,0.0001619014,0.00006445228,0.98901,0.001866972,0.00003181116,0.001527702],"genre_scores_gemma":[0.004652333,0.0001786277,0.001137986,0.0001500976,0.00001822209,0.9926709,0.0003459388,0.000003522234,0.0008423064],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6904216,"threshold_uncertainty_score":0.6155529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03922380026225642,"score_gpt":0.4055702861918121,"score_spread":0.3663464859295557,"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."}}