{"id":"W2735622089","doi":"10.1136/bmjopen-2016-015303","title":"Facilitating mental health help-seeking by young adults with a dedicated online program: a feasibility study of Link","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health","funders":"Young and Well Cooperative Research Centre; National Health and Medical Research Council; Medical Research Council","keywords":"Mental health; Medicine; Randomized controlled trial; Intervention (counseling); Help-seeking; Mental health literacy; Distress; Research design; Brief intervention; Nursing; Psychiatry; Clinical psychology; Mental illness","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001219263,0.0001944814,0.0004589363,0.00005176528,0.0005081015,0.0001965249,0.001019381,0.00005675497,0.0001093128],"category_scores_gemma":[0.0001701438,0.000167928,0.00006103097,0.0001149113,0.0001522908,0.0003783121,0.0006260836,0.0002121639,0.00003980184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630625,"about_ca_system_score_gemma":0.0001199165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01691963,"about_ca_topic_score_gemma":0.01666051,"domain_scores_codex":[0.9973838,0.0003115862,0.0009093366,0.0005765165,0.0003683078,0.000450427],"domain_scores_gemma":[0.9974159,0.00005297764,0.001035292,0.001165929,0.0001028211,0.0002270643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004964264,0.02989579,0.457071,0.0007465776,0.0003014483,0.00002879943,0.03026461,4.636402e-7,0.00001518081,0.00009350645,0.004575835,0.4720425],"study_design_scores_gemma":[0.02099395,0.03874841,0.8497597,0.004366956,0.00003980299,0.00007901773,0.0842566,0.000237138,0.00003146132,0.0001622786,0.0007534656,0.000571195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657719,0.00004498157,0.00002247826,0.002505957,0.0003372388,0.0256172,0.0007656618,0.00006905337,0.004865506],"genre_scores_gemma":[0.9943877,3.78576e-7,0.001613758,0.0001134669,0.00003218951,0.002322739,0.0002575832,0.00002811017,0.001244013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4714713,"threshold_uncertainty_score":0.9896268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1814176051828412,"score_gpt":0.5429559457637817,"score_spread":0.3615383405809405,"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."}}