{"id":"W3032905501","doi":"10.2196/21108","title":"COVID-19 and Telepsychiatry: Development of Evidence-Based Guidance for Clinicians","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Telepsychiatry; Mental health; Context (archaeology); Telemedicine; Checklist; Medicine; Medical education; Health care; Psychology; Psychiatry; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006053788,0.0001238495,0.0003590316,0.00006628119,0.0001777774,0.000003631333,0.0000542665,0.00004052496,0.00007059367],"category_scores_gemma":[0.0002133179,0.00009912036,0.00004310261,0.0001803398,0.0000500786,0.00005650257,0.00001886856,0.00009014653,0.000003282726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002451455,"about_ca_system_score_gemma":0.003305249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009271171,"about_ca_topic_score_gemma":0.0001111873,"domain_scores_codex":[0.9983135,0.00005158758,0.0007975192,0.0002801448,0.0002708157,0.0002863806],"domain_scores_gemma":[0.998472,0.0001459955,0.0003301866,0.0001143373,0.00004588961,0.0008916359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004646823,0.0005237864,0.3268633,0.02586545,0.0000705459,0.000003700022,0.02087879,0.000001875207,0.001118316,0.0003078356,0.2122154,0.4075042],"study_design_scores_gemma":[0.01829838,0.01192447,0.1999719,0.001553605,0.00004809409,0.00001899209,0.006890663,0.0008446717,0.002198535,0.00006883706,0.7578644,0.0003174386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4811373,0.002480087,0.01106293,0.4988758,0.0002661528,0.005896403,0.000129469,0.0001140065,0.00003783205],"genre_scores_gemma":[0.7719219,0.0001783139,0.05867857,0.1684783,0.0002430218,0.0002498589,0.0001903904,0.00002277298,0.00003680908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.545649,"threshold_uncertainty_score":0.586337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2432592337839974,"score_gpt":0.4971107731203822,"score_spread":0.2538515393363848,"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."}}