{"id":"W4214862155","doi":"10.1007/s40596-022-01607-2","title":"Comment on “I’m Virtually a Psychiatrist: Problems with Telepsychiatry in Training”","year":2022,"lang":"en","type":"letter","venue":"Academic Psychiatry","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Calgary; University of Toronto","funders":"","keywords":"Telepsychiatry; Training (meteorology); Psychology; Medical education; Medicine; Psychiatry; Telemedicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0009867174,0.001004191,0.001437711,0.001401932,0.0002699337,0.00002161038,0.0006549483,0.001431716,0.001468089],"category_scores_gemma":[0.00004275691,0.0008633488,0.000267819,0.001222152,0.0001381618,0.0001189791,0.00009720358,0.01553744,0.00008162472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006127654,"about_ca_system_score_gemma":0.002264474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001945434,"about_ca_topic_score_gemma":0.0001107584,"domain_scores_codex":[0.9928725,0.0003307111,0.001892562,0.001469848,0.001905106,0.001529224],"domain_scores_gemma":[0.9972759,0.0002295221,0.001029153,0.001072928,0.00006297967,0.0003295565],"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":[0.0008863422,0.0002818204,0.05864621,0.001162054,0.0002092628,0.0001586726,0.001130461,0.000008093148,0.000001529902,0.0005308447,0.9340055,0.002979185],"study_design_scores_gemma":[0.008833345,0.006780152,0.006883607,0.001469211,0.0003757106,0.0005545866,0.001675413,0.00001285399,8.552765e-7,0.001600221,0.9709941,0.0008199458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009990642,0.001727934,0.00004023772,0.9743593,0.004359022,0.003412351,0.0001790678,0.0002932522,0.005638241],"genre_scores_gemma":[0.003475013,0.0006302886,0.002473382,0.9787459,0.009882624,0.001122335,0.002490595,0.0003085141,0.0008713849],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0517626,"threshold_uncertainty_score":0.9998646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04105915657858201,"score_gpt":0.3272606238587034,"score_spread":0.2862014672801214,"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."}}