{"id":"W3130969360","doi":"10.1177/1039856221992634","title":"Increased Australian outpatient private practice psychiatric care during the COVID-19 pandemic: usage of new MBS-telehealth item and face-to-face psychiatrist office-based services in Quarter 3, 2020","year":2021,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Quarter (Canadian coin); Telehealth; Telemedicine; Medicine; Face-to-face; Pandemic; Coronavirus disease 2019 (COVID-19); Videoconferencing; Context (archaeology); Veterans Affairs; Family medicine; Medical emergency; Health care; Multimedia; Disease; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006155478,0.0004911076,0.0007106673,0.0004079376,0.0002823969,0.00005879861,0.0002898955,0.0002724834,0.0001863121],"category_scores_gemma":[0.0002156747,0.0004185503,0.0001561623,0.001658342,0.00008270165,0.0002337686,0.00006521517,0.0008420371,0.00002225109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003345911,"about_ca_system_score_gemma":0.002265187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003648722,"about_ca_topic_score_gemma":0.007985519,"domain_scores_codex":[0.9956093,0.0004317651,0.001482924,0.0008964999,0.0007378327,0.0008416465],"domain_scores_gemma":[0.9966581,0.0002696672,0.0007626254,0.0008623757,0.0001699505,0.001277245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001525908,0.0004359535,0.9768019,0.004491393,0.00007714856,0.0000470511,0.006511335,0.00007991901,0.0001654272,0.00007292118,0.008481601,0.001309497],"study_design_scores_gemma":[0.01099047,0.001358635,0.9066836,0.0002978915,0.0003701936,0.0003727154,0.04255769,0.00002296034,0.00009897554,0.00005500659,0.03681199,0.0003798431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8998476,0.001202742,0.0001551362,0.09566972,0.0007748271,0.001951401,0.0001293484,0.00009889026,0.0001702758],"genre_scores_gemma":[0.9749282,0.0001664324,0.0088937,0.01480833,0.0005909536,0.00005965138,0.0002967567,0.00006131241,0.0001946727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0808614,"threshold_uncertainty_score":0.9998266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355401041200163,"score_gpt":0.3495637329987782,"score_spread":0.3260097225867766,"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."}}