{"id":"W4353098585","doi":"10.1136/bmjopen-2022-065137","title":"Improving rural and regional access to long-acting reversible contraception and medical abortion through nurse-led models of care, task-sharing and telehealth (ORIENT): a protocol for a stepped-wedge pragmatic cluster-randomised controlled trial in Australian general practice","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Future Fund","keywords":"Medicine; Telehealth; Nursing; Long-acting reversible contraception; Cluster randomised controlled trial; Medical abortion; Abortion; Family medicine; Rural area; Family planning; Telemedicine; Health care; Intervention (counseling); Population; Pregnancy; Economic growth","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":[],"consensus_categories":[],"category_scores_codex":[0.003903669,0.0002079605,0.0008910155,0.0001768904,0.0001934213,0.0001503966,0.0001346266,0.0001733161,0.00001060534],"category_scores_gemma":[0.003367702,0.0001768285,0.00005772605,0.0002939522,0.00006751568,0.001384011,0.0001418025,0.000236527,6.285023e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478485,"about_ca_system_score_gemma":0.0006037505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135436,"about_ca_topic_score_gemma":0.0004102282,"domain_scores_codex":[0.9971598,0.0003434653,0.001044178,0.0005698072,0.0004677867,0.000414959],"domain_scores_gemma":[0.9979099,0.0004771288,0.0007269685,0.0002537553,0.0003482156,0.0002840045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9630356,0.0002441263,0.003982589,0.00427343,0.00008210025,0.00001635036,0.005157504,0.0001007693,0.0006373646,0.0002188136,0.0004850424,0.02176629],"study_design_scores_gemma":[0.9257556,0.002535053,0.008774482,0.002410731,0.0001951736,0.0001018695,0.004978496,0.0542664,0.00006327052,0.0002627434,0.0003750808,0.0002810961],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5383785,0.00001886594,0.001610855,0.006876805,0.0001001244,0.4528288,0.000005973699,0.00002652528,0.0001535825],"genre_scores_gemma":[0.4274784,0.00002901165,0.003011508,0.0007050328,0.0006709918,0.5676407,0.00007144335,0.0000420623,0.0003509306],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1148119,"threshold_uncertainty_score":0.7210857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09220048376241885,"score_gpt":0.4774725104581928,"score_spread":0.385272026695774,"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."}}