{"id":"W4386641961","doi":"10.2196/48517","title":"Using HIPAA (Health Insurance Portability and Accountability Act)–Compliant Transcription Services for Virtual Psychiatric Interviews: Pilot Comparison Study","year":2023,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mental Health via Writing","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Substance Abuse and Mental Health Services Administration; National Center for Advancing Translational Sciences; RTI International; U.S. Department of Health and Human Services","keywords":"Transcription (linguistics); Psychology; Applied psychology; Medical education; Medicine; Linguistics","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":[0.0170529,0.0008686731,0.0007600387,0.001481081,0.002443694,0.001323234,0.001186496,0.001156025,0.003938694],"category_scores_gemma":[0.0279336,0.0008903162,0.001113422,0.0008415442,0.002024906,0.002041309,0.002512789,0.001401068,0.001310627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002156556,"about_ca_system_score_gemma":0.002942091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004744135,"about_ca_topic_score_gemma":0.0114144,"domain_scores_codex":[0.9867594,0.009213084,0.000995932,0.0009083549,0.001183344,0.0009398524],"domain_scores_gemma":[0.9760376,0.01053184,0.00262938,0.002734835,0.005918927,0.002147391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03834102,0.09716819,0.3977887,0.002677104,0.0006697056,0.003840795,0.235465,0.0008932292,0.01375024,0.001453541,0.004504242,0.2034482],"study_design_scores_gemma":[0.0100927,0.2204638,0.5673158,0.0006375476,0.0007178243,0.002596855,0.1762317,0.003000574,0.005912092,0.0008875185,0.01172956,0.0004140581],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952275,0.00007558124,0.0009865871,0.00005415391,0.00002989035,0.002685588,0.0001661271,0.00001445158,0.0007601437],"genre_scores_gemma":[0.989185,0.0001835797,0.003384498,0.0001897601,0.00004704405,0.006060772,0.0003860837,0.00001807326,0.0005451959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0170529,"threshold_uncertainty_score":0.09018546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1800131570599296,"score_gpt":0.4924502103639444,"score_spread":0.3124370533040148,"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."}}