{"id":"W4387473091","doi":"10.1071/ah23159","title":"What have been the clinical outcomes of the Project Synergy/InnoWell digital health platform?","year":2023,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Government (linguistics); Population health; Health economics; Mental health; Digital health; Health care; Referral; Project commissioning; Medicine; Public health; Business; Publishing; Public relations; Medical education; Family medicine; Nursing; Political science; Psychiatry","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007971306,0.0003470039,0.001300797,0.00008770852,0.001436198,0.00002847534,0.0007937867,0.0001744611,0.0001854684],"category_scores_gemma":[0.0002983196,0.0001755936,0.0004583616,0.000933277,0.0001860741,0.0003792847,0.000346951,0.001247727,0.0008966051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003642463,"about_ca_system_score_gemma":0.002937719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002261571,"about_ca_topic_score_gemma":0.001080269,"domain_scores_codex":[0.9911429,0.002078006,0.003922219,0.0004973739,0.0008373944,0.001522097],"domain_scores_gemma":[0.9943604,0.001525129,0.002186726,0.001257868,0.0001426863,0.0005271958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002595013,0.0001548807,0.3504665,0.043629,0.00006048733,0.000001536825,0.002089895,7.139262e-7,2.669486e-8,0.0009501025,0.5143445,0.08827644],"study_design_scores_gemma":[0.0005981639,0.0004986086,0.1187094,0.03026233,0.00002513647,0.000001738879,0.004154781,0.000005809825,4.31619e-7,0.0002242883,0.8453445,0.0001747927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1234781,0.09153767,0.000009162028,0.7060412,0.02170448,0.05224421,0.001553379,0.0005665405,0.002865219],"genre_scores_gemma":[0.07570586,0.6243575,0.00008718451,0.2562477,0.0006609895,0.001476604,0.00123717,0.0001169137,0.04011008],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5328198,"threshold_uncertainty_score":0.9998813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6017860720650857,"score_gpt":0.5775337426973599,"score_spread":0.02425232936772581,"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."}}