{"id":"W2786835188","doi":"10.2196/mental.8098","title":"Web-Based Decision Aid to Assist Help-Seeking Choices for Young People Who Self-Harm: Outcomes From a Randomized Controlled Feasibility Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIHR Nottingham Biomedical Research Centre; University of Bristol; University College London; King's College London; Guy's and St Thomas' Charity; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research","keywords":"Randomized controlled trial; Thematic analysis; Informed consent; Harm; Intervention (counseling); Mood; Medicine; Feeling; Psychology; Qualitative research; Clinical psychology; Nursing; Social psychology; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003706701,0.0004948333,0.002792803,0.0003301634,0.0007144305,0.0001889602,0.0004677424,0.0001900154,0.0009447673],"category_scores_gemma":[0.0004648317,0.0004018717,0.001180543,0.0003662926,0.0001322104,0.0002462663,0.0001236041,0.0002296598,0.0004584308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265239,"about_ca_system_score_gemma":0.0003625723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002356727,"about_ca_topic_score_gemma":0.006839539,"domain_scores_codex":[0.9936956,0.001168933,0.002366371,0.001060741,0.0006654119,0.001042906],"domain_scores_gemma":[0.9946778,0.002709885,0.0009488165,0.00076856,0.0001578423,0.0007370626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9632332,0.003693255,0.01077279,0.0001526197,0.0002860042,0.000001130096,0.002326989,2.336326e-7,0.00001005696,0.0004545056,0.01224983,0.006819438],"study_design_scores_gemma":[0.961008,0.004662468,0.02724775,0.0004550625,0.00008184146,0.000002712665,0.0005900208,0.0007694276,0.00003483619,0.0008171125,0.003960579,0.000370179],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422577,0.0002095762,0.002646744,0.00600859,0.01072096,0.03333447,0.001530314,0.0003766998,0.00291494],"genre_scores_gemma":[0.9790718,0.000002349848,0.004563646,0.003638078,0.0006574374,0.01004901,0.000265859,0.00007723843,0.001674607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03681407,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04429686131676408,"score_gpt":0.4373368592193753,"score_spread":0.3930399979026112,"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."}}