{"id":"W4253813964","doi":"10.1186/isrctn43182105","title":"Online social therapy to support recovery in youth receiving mental health services","year":2018,"lang":"en","type":"dataset","venue":"http://isrctn.com/","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canada Research Chairs; Fonds de Recherche du Québec - Santé; Brain and Behavior Research Foundation","keywords":"Mental health; Social support; Psychology; Psychiatry; Psychotherapist; Applied psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":["insufficient_payload"],"category_scores_codex":[0.001025843,0.0008310782,0.001210707,0.0007621992,0.0003819397,0.0001888308,0.001329206,0.0006811252,0.003741887],"category_scores_gemma":[0.00001964813,0.0008779332,0.0004311936,0.0006948697,0.0001354253,0.0003454104,0.0004975659,0.0009871632,0.003921281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099238,"about_ca_system_score_gemma":0.000332914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01052585,"about_ca_topic_score_gemma":0.02123042,"domain_scores_codex":[0.9940026,0.0005564205,0.00187034,0.001373757,0.0006690521,0.001527829],"domain_scores_gemma":[0.997223,0.00009454713,0.0009221463,0.001142383,0.00009267376,0.0005252755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005791167,0.00288797,0.0001105198,0.0004201862,0.0001518453,0.00003038815,0.003174227,2.440216e-7,7.567335e-7,0.00002992745,0.9691995,0.02341532],"study_design_scores_gemma":[0.001838776,0.003837248,0.00311705,0.001449094,0.00002419448,0.00003206067,0.002091717,0.000001713849,0.000003844086,0.0001719056,0.9866929,0.0007395105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01868291,0.0003686435,0.000002717061,0.00464076,0.009130524,0.00186311,0.9640807,0.0001450669,0.001085596],"genre_scores_gemma":[0.002990098,0.0002023832,0.0001182406,0.01229195,0.001374389,0.0001929862,0.9792209,0.000142459,0.003466646],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02267581,"threshold_uncertainty_score":0.9993671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06335793052900308,"score_gpt":0.4161374040306763,"score_spread":0.3527794735016733,"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."}}