{"id":"W3212634173","doi":"10.1071/ah21162","title":"Better Access: substantial shift to telehealth for allied mental health services during COVID-19 in Australia","year":2021,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Telehealth; Mental health; Telemedicine; Videoconferencing; Health economics; Pandemic; Health care; Service (business); Public health; Population health","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":[0.0008619024,0.0001377342,0.0002506294,0.0005769649,0.0004518815,0.001316851,0.0005103649,0.0006998902,0.002881088],"category_scores_gemma":[0.005780863,0.0003065823,0.000413951,0.001060052,0.0006759798,0.00171163,0.001829532,0.0009778935,0.0002045065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00335714,"about_ca_system_score_gemma":0.00344757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1652272,"about_ca_topic_score_gemma":0.2332363,"domain_scores_codex":[0.9984742,0.0004064861,0.000186925,0.0002412898,0.0003165992,0.0003745622],"domain_scores_gemma":[0.9961566,0.0006553496,0.002075857,0.00006905875,0.0004177377,0.0006252808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000203394,0.0001526967,0.8677426,0.00386178,0.0002184333,0.0008815684,0.01473799,0.0005326508,0.00134327,0.001008802,0.005771202,0.1035457],"study_design_scores_gemma":[0.000004706855,0.00008305353,0.9924322,0.0006814026,0.00001944636,0.0001938486,0.003649403,0.00022141,0.00004432796,0.00007904696,0.00258239,0.000008705167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980468,0.006463422,0.0003049499,0.006678492,0.00007828228,0.0001382027,0.002033644,0.00001447889,0.00382053],"genre_scores_gemma":[0.9935196,0.003402593,0.0004506975,0.001374993,0.00006592375,0.00009261105,0.0004219627,0.000004964003,0.0006666164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1652272,"threshold_uncertainty_score":0.3285309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1440818840582079,"score_gpt":0.4955264694832551,"score_spread":0.3514445854250473,"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."}}