{"id":"W2889521913","doi":"10.2196/10204","title":"Supported Internet-Delivered Cognitive Behavior Treatment for Adults with Severe Depressive Symptoms: A Secondary Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suicidal ideation; Anxiety; Depression (economics); Psychological intervention; Beck Depression Inventory; Population; Clinical psychology; Psychiatry; Mental health; Medicine; Psychology; Poison control; Suicide prevention","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":[0.0020295,0.0006564423,0.001955969,0.001870555,0.000737105,0.0009470478,0.0006876532,0.000968333,0.006213462],"category_scores_gemma":[0.003793082,0.0003325044,0.004578884,0.002114996,0.0003338477,0.0004281762,0.0009150325,0.001243705,0.0007501942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620301,"about_ca_system_score_gemma":0.003260738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01592875,"about_ca_topic_score_gemma":0.0217885,"domain_scores_codex":[0.9982579,0.0007258828,0.0002651112,0.0001826653,0.0003072796,0.0002610599],"domain_scores_gemma":[0.9977942,0.0005370376,0.000607814,0.0001994362,0.0005045761,0.0003570264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3889204,0.06369092,0.3358031,0.01208979,0.03072746,0.0008548988,0.001141074,0.001703593,0.001945051,0.0003825399,0.009883181,0.152858],"study_design_scores_gemma":[0.173181,0.09511418,0.7019191,0.0016076,0.01736974,0.0004184973,0.001124889,0.002418358,0.0007366729,0.0003799278,0.005629963,0.0001001701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789955,0.002421056,0.000600038,0.0002230784,0.00007859623,0.00780639,0.007588313,0.00003897057,0.002248144],"genre_scores_gemma":[0.9839102,0.001486672,0.0007754211,0.000592152,0.0001629627,0.00668809,0.005062668,0.00001292253,0.001308924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01592875,"threshold_uncertainty_score":0.03167206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481395888117364,"score_gpt":0.3956625794644115,"score_spread":0.3708486205832378,"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."}}