{"id":"W2952404651","doi":"10.2196/13189","title":"Effectiveness of a Mental Health Service Navigation Website (Link) for Young Adults: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Young and Well Cooperative Research Centre","keywords":"Help-seeking; Intervention (counseling); Mental health; Randomized controlled trial; Young adult; Psychological intervention; Distress; Medicine; Psychology; Affect (linguistics); Clinical psychology; Psychiatry; Gerontology","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":[0.002254307,0.0013703,0.004782368,0.0009689014,0.0007795592,0.0015221,0.001150347,0.00284628,0.01359668],"category_scores_gemma":[0.003736089,0.000849113,0.002710931,0.0008083116,0.001174407,0.001484369,0.0008767967,0.002779442,0.001024733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151162,"about_ca_system_score_gemma":0.001987153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003055171,"about_ca_topic_score_gemma":0.005959891,"domain_scores_codex":[0.9986695,0.0006645752,0.0001628887,0.0002186359,0.000108951,0.0001754723],"domain_scores_gemma":[0.9983411,0.0006300824,0.0003629108,0.00007828941,0.0001122435,0.0004754572],"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":[0.9608865,0.008010762,0.0005344329,0.006132287,0.002280907,0.00004696945,0.00008634317,0.0001508167,0.0004585769,0.0001169422,0.0007581866,0.02053747],"study_design_scores_gemma":[0.9784662,0.01886466,0.0007820501,0.0002946832,0.0009452201,0.000009055361,0.00003433069,0.000147663,0.00007662327,0.00006835446,0.0003029763,0.000008207046],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196232,0.02935579,0.001679344,0.002009495,0.003517828,0.03515719,0.002829158,0.000733115,0.005094846],"genre_scores_gemma":[0.9242061,0.01288911,0.00447614,0.002148254,0.001559635,0.04870259,0.001008442,0.00003766354,0.004972047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01359668,"threshold_uncertainty_score":0.04548544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321387904999055,"score_gpt":0.3934981254171053,"score_spread":0.3802842463671148,"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."}}