{"id":"W3153420148","doi":"10.1177/10398562211006133","title":"Greatly increased Victorian outpatient private psychiatric care during the COVID-19 pandemic: new MBS-telehealth-item and face-to-face psychiatrist office-based services from April–September 2020","year":2021,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Telehealth; Medicine; Face-to-face; Telemedicine; Pandemic; Coronavirus disease 2019 (COVID-19); Government (linguistics); Videoconferencing; Family medicine; Medical emergency; Psychiatry; Health care; Political science; Disease; Multimedia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026638,0.0001588758,0.0002083701,0.0006483377,0.0008388549,0.001150322,0.000712644,0.0005413443,0.001555201],"category_scores_gemma":[0.005141915,0.0003659,0.0002974683,0.001403921,0.0005920476,0.0008550986,0.002246254,0.001018342,0.0002024898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01031742,"about_ca_system_score_gemma":0.00769493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5487769,"about_ca_topic_score_gemma":0.7318405,"domain_scores_codex":[0.9979944,0.0003957975,0.0001317752,0.0001985032,0.0006788088,0.0006005837],"domain_scores_gemma":[0.9969891,0.000340111,0.001122486,0.00005692819,0.0006769862,0.0008143642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002620631,0.0001407366,0.9417644,0.0006212734,0.00006350818,0.000599541,0.01553093,0.000423786,0.002429836,0.0003352765,0.004532439,0.0332963],"study_design_scores_gemma":[0.000002626859,0.00003188021,0.9952213,0.00006528388,0.000003504672,0.00009669684,0.003051201,0.0001489284,0.00004770553,0.00001059251,0.001315339,0.000004911359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943818,0.0003430728,0.0001271899,0.001549553,0.00001791339,0.00007157831,0.00146279,0.000007700804,0.002038406],"genre_scores_gemma":[0.995836,0.0004007793,0.0004851919,0.0005985515,0.00002496113,0.00008729598,0.001176285,0.000007987526,0.001382889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5487769,"threshold_uncertainty_score":0.907761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044949349358872,"score_gpt":0.3202040949879204,"score_spread":0.2997546014943317,"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."}}