{"id":"W4249698144","doi":"10.2196/22224","title":"Perception and satisfaction in telemedicine on Mental Health among professionals during the COVID outbreak. A real-world experience in telepsychiatry. (Preprint)","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Telepsychiatry; Telemedicine; Preprint; Coronavirus disease 2019 (COVID-19); Mental health; Perception; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Outbreak; Psychology; Medicine; Psychiatry; Health care; Virology; Computer science; Political science; World Wide Web","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":[0.002211841,0.0001416939,0.0002207682,0.0003450421,0.00101339,0.001546304,0.0003294682,0.0008222962,0.004855602],"category_scores_gemma":[0.01424361,0.000168605,0.0003797935,0.0003707372,0.0006314122,0.0008734243,0.001229068,0.001067848,0.0003118746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057215,"about_ca_system_score_gemma":0.0008497325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01568887,"about_ca_topic_score_gemma":0.01577442,"domain_scores_codex":[0.9983865,0.0009422206,0.00007676343,0.00007191223,0.0001821434,0.0003405552],"domain_scores_gemma":[0.993662,0.002887695,0.001152388,0.0001138283,0.0006476773,0.001536293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0017321,0.002649595,0.8101031,0.0002272124,0.00011124,0.001115861,0.1390073,0.0003782513,0.001762574,0.0003432923,0.004749235,0.03782047],"study_design_scores_gemma":[0.00005394412,0.001241833,0.8444541,0.00006377057,0.00003352336,0.0002372245,0.1514547,0.0004202056,0.0002407064,0.00006476913,0.001699885,0.00003538305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981146,0.00006029192,0.00004185474,0.0005099433,0.00001384331,0.00001836674,0.00009058964,0.000002670957,0.001148002],"genre_scores_gemma":[0.999383,0.00004256557,0.00003260321,0.0001531875,0.000009462502,0.00001185408,0.00003850033,0.00000163149,0.0003272618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01568887,"threshold_uncertainty_score":0.0311951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08437352565513499,"score_gpt":0.4848728638435104,"score_spread":0.4004993381883754,"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."}}