{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001832065,0.0004198767,0.001523594,0.0002991026,0.0003915715,0.00004993879,0.0002692435,0.0001110903,0.001273842],"category_scores_gemma":[0.0001154952,0.0004069951,0.0001816493,0.001189463,0.00003505891,0.0002637106,0.00008260092,0.0004284438,0.00007135674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575028,"about_ca_system_score_gemma":0.00303926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007675025,"about_ca_topic_score_gemma":0.01223057,"domain_scores_codex":[0.9942107,0.0003820894,0.00228278,0.0009150002,0.0006046699,0.001604826],"domain_scores_gemma":[0.9960837,0.00009931545,0.0006477407,0.0006044336,0.0001161447,0.002448692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006981731,0.0005711012,0.2235011,0.4153599,0.0001296496,0.0002155024,0.005269766,0.000004589102,0.000111767,0.0003788658,0.3072261,0.04653346],"study_design_scores_gemma":[0.005532294,0.001009304,0.3187016,0.01218593,0.00005881467,0.0001949311,0.0004464332,0.000001979354,0.0001399112,0.00008391531,0.661294,0.0003509035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2877551,0.01614922,0.0001252326,0.6859807,0.0005044939,0.008971586,0.0003738489,0.0001262065,0.00001358499],"genre_scores_gemma":[0.2506011,0.07089148,0.006474317,0.6656833,0.000931301,0.001019574,0.003322983,0.0001191465,0.0009568864],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.403174,"threshold_uncertainty_score":0.9998382,"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."}}