{"id":"W2941120290","doi":"10.2196/10838","title":"A Web-Based Mental Health Platform for Individuals Seeking Specialized Mental Health Care Services: Multicenter Pragmatic Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Manitoba; Women's College Hospital; University of Toronto","funders":"","keywords":"Mental health; Randomized controlled trial; Web application; Mental health care; Medicine; Health care; Psychology; Nursing; Psychiatry; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01190942,0.002954604,0.006604197,0.001326341,0.001331162,0.002382032,0.001876111,0.00456764,0.00961762],"category_scores_gemma":[0.01312533,0.001378944,0.005471809,0.001522708,0.002268407,0.002208698,0.001562159,0.003043005,0.001071709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002219037,"about_ca_system_score_gemma":0.004897979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003220821,"about_ca_topic_score_gemma":0.006113566,"domain_scores_codex":[0.9913743,0.006180599,0.0007467362,0.0007198153,0.000461023,0.0005174173],"domain_scores_gemma":[0.9935195,0.002265362,0.001755048,0.0005197176,0.0007693818,0.001171068],"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":[0.9783106,0.006471691,0.0005853886,0.002984509,0.003032524,0.0000488465,0.00008443188,0.0001680932,0.0005048201,0.0001413914,0.0005430157,0.007124471],"study_design_scores_gemma":[0.9746659,0.02312848,0.0004486912,0.0001574694,0.0009529456,0.00001127479,0.00003001195,0.0001647633,0.00005945388,0.0001096626,0.0002607689,0.00001061989],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6964707,0.01621745,0.005872202,0.002862146,0.003658976,0.2678544,0.003145427,0.000479707,0.003439159],"genre_scores_gemma":[0.7264489,0.004721679,0.01602146,0.003302366,0.001491281,0.2434269,0.001023277,0.00003906319,0.003525109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01190942,"threshold_uncertainty_score":0.06298375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05879329835637127,"score_gpt":0.4838461381054257,"score_spread":0.4250528397490544,"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."}}