{"id":"W2943077981","doi":"10.2196/13230","title":"Teens Using Screens for Help: Impact of Suicidal Ideation, Anxiety, and Depression Levels on Youth Preferences for Telemental Health Resources","year":2019,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Robert Wood Johnson Foundation","keywords":"Suicidal ideation; Anxiety; Mental health; Depression (economics); Psychiatry; Psychology; Clinical psychology; Logistic regression; Medicine; Suicide prevention; Poison control; Medical emergency","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":[0.000715751,0.000175028,0.0002313275,0.000477295,0.0003435857,0.0009177405,0.0002382019,0.0003124522,0.003621746],"category_scores_gemma":[0.002780161,0.0001906788,0.000662953,0.0003802984,0.0001733026,0.0004489675,0.0004875787,0.0007631156,0.0002671039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003593507,"about_ca_system_score_gemma":0.0004588241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006057123,"about_ca_topic_score_gemma":0.01238965,"domain_scores_codex":[0.9996074,0.0001172228,0.00004304656,0.00003539812,0.00009870178,0.00009836743],"domain_scores_gemma":[0.9980586,0.0002999224,0.0007767666,0.00003579463,0.0001965085,0.0006322408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004247062,0.000121712,0.9959562,0.00001127843,0.00002564925,0.00004388432,0.0002082635,0.00001192373,0.00006161579,0.000009522525,0.0001217187,0.003385731],"study_design_scores_gemma":[0.00000586839,0.0002013715,0.9974347,0.00002505206,0.00004102957,0.0001704262,0.001685006,0.0001341262,0.0000730244,0.00001350983,0.0002127278,0.000003144263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991958,0.0001130227,0.00002061656,0.00008975457,0.000004548885,0.000008973228,0.0001542136,0.000002713198,0.0004104323],"genre_scores_gemma":[0.9994277,0.0001252243,0.00006166102,0.00003310568,0.000003702732,0.000008295328,0.0001341677,9.846584e-7,0.0002050172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006057123,"threshold_uncertainty_score":0.01211596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09106265271668891,"score_gpt":0.4372689150934381,"score_spread":0.3462062623767492,"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."}}