{"id":"W4388916029","doi":"10.2196/53293","title":"Evaluating Clinical Outcomes in Patients Being Treated Exclusively via Telepsychiatry: Retrospective Data Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telepsychiatry; Medicine; Anxiety; Depression (economics); Generalized anxiety disorder; Patient Health Questionnaire; Psychiatry; Internal medicine; Telemedicine; Health care; Depressive symptoms","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":[0.002645748,0.0002681066,0.0008489346,0.002290132,0.0004850372,0.0009433253,0.0005222365,0.0005121749,0.001617771],"category_scores_gemma":[0.007395295,0.000373615,0.0008196895,0.003571768,0.0004728781,0.000880944,0.0009551507,0.0006813961,0.0003303621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007084892,"about_ca_system_score_gemma":0.0006836369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003014558,"about_ca_topic_score_gemma":0.002113421,"domain_scores_codex":[0.9964957,0.001173298,0.0007917068,0.0006542127,0.0006337335,0.0002513982],"domain_scores_gemma":[0.9856939,0.003991994,0.007341314,0.001047426,0.001172697,0.000752668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001846682,0.00005026549,0.9980305,0.00003455184,0.00008117528,0.00006758854,0.00009558995,0.00003750045,0.00003915984,0.00001016842,0.0001082648,0.0012606],"study_design_scores_gemma":[0.00003460581,0.0003436923,0.9979187,0.00002577362,0.00009693747,0.0004517236,0.0005611542,0.0002380929,0.00005382858,0.00002046238,0.0002455974,0.000009478818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997309,0.0003581393,0.0001898449,0.0000256752,0.000004431171,0.00007715687,0.001625913,0.000005135882,0.0004046384],"genre_scores_gemma":[0.9977292,0.0002107575,0.0001679805,0.00003775679,0.00001051755,0.0001076111,0.001683423,0.00000369804,0.00004915912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003014558,"threshold_uncertainty_score":0.01399219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3201842545204907,"score_gpt":0.62790143757441,"score_spread":0.3077171830539193,"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."}}