{"id":"W2995289560","doi":"10.1176/appi.ps.201900555","title":"Telemedicine for Mental Health in the United States: Making Progress, Still a Long Way to Go","year":2019,"lang":"en","type":"letter","venue":"Psychiatric Services","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institute on Aging","keywords":"Medicaid; Mental health; Quarter (Canadian coin); Telemedicine; Medicine; Telepsychiatry; Health care; Economic shortage; Mental illness; Family medicine; Psychiatry; Gerontology; Political science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004960211,0.0005068635,0.0006719127,0.0006846276,0.007308308,0.007610434,0.001597036,0.07385306,0.01537905],"category_scores_gemma":[0.02103116,0.0006092425,0.0009891137,0.0006745193,0.004119772,0.007056779,0.003173776,0.03991544,0.00404624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007385603,"about_ca_system_score_gemma":0.02763218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03933135,"about_ca_topic_score_gemma":0.08054502,"domain_scores_codex":[0.9931325,0.002512553,0.000702638,0.0004898869,0.001714424,0.001447945],"domain_scores_gemma":[0.9683815,0.01592356,0.001941365,0.0004811639,0.00357022,0.009702158],"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":[0.00004184654,0.00008185275,0.001405178,0.00008574357,0.000009780561,0.0008558741,0.0004172924,0.00005395565,0.0002213823,0.003610912,0.9796569,0.01355927],"study_design_scores_gemma":[0.0001646855,0.0001571151,0.007240746,0.00171726,0.00004869563,0.001244094,0.006480007,0.001052226,0.0003921326,0.01263942,0.9687406,0.0001230777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002788766,0.0003265938,0.00003399451,0.9958441,0.001947765,0.000004273012,0.00001654913,0.000008972104,0.001538911],"genre_scores_gemma":[0.004471527,0.0009907577,0.0002330259,0.978376,0.006964422,0.00002495859,0.00002500829,0.00001601899,0.008898207],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07385306,"threshold_uncertainty_score":0.07820481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823597122535518,"score_gpt":0.3719749079113865,"score_spread":0.3437389366860314,"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."}}