{"id":"W4400526122","doi":"10.2196/56957","title":"Feasibility and Acceptability Study of a Culturally Adapted Web-Based Intervention to Reduce Suicidal Ideation for Syrian Asylum Seekers and Refugees in the United Kingdom: Protocol for a Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Suicidal ideation; Intervention (counseling); Protocol (science); Psychology; Medicine; Clinical psychology; Psychiatry; Suicide prevention; Poison control; Alternative medicine; Medical emergency; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04026286,0.002179318,0.003122596,0.001765999,0.003576875,0.002959688,0.002742409,0.003098465,0.02357947],"category_scores_gemma":[0.02879464,0.001989515,0.003320063,0.001518974,0.00203551,0.002021196,0.002357494,0.004147648,0.003267358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005968686,"about_ca_system_score_gemma":0.02165001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005584563,"about_ca_topic_score_gemma":0.009231351,"domain_scores_codex":[0.9778031,0.01488909,0.002862324,0.0009630847,0.001853506,0.001628955],"domain_scores_gemma":[0.986096,0.005159064,0.001580336,0.00142704,0.003860476,0.001877069],"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":[0.1593805,0.2575495,0.01410632,0.06247102,0.001830444,0.002364584,0.04222674,0.005932816,0.01314439,0.006371493,0.03333694,0.4012852],"study_design_scores_gemma":[0.4028701,0.3310104,0.07959986,0.02005164,0.00163175,0.0005346655,0.0354689,0.004362113,0.009347945,0.004500457,0.1098329,0.0007892279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01527707,0.00007047861,0.0009130043,0.0001031364,0.00005522578,0.9825814,0.0004327111,0.00002150038,0.0005454798],"genre_scores_gemma":[0.005736145,0.00009575328,0.00343217,0.00009592163,0.00001098665,0.9902998,0.0000854463,0.000002665064,0.0002411162],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04026286,"threshold_uncertainty_score":0.2129329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4012666111091626,"score_gpt":0.655956333010982,"score_spread":0.2546897219018194,"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."}}