{"id":"W7133081720","doi":"","title":"Exploring the Early Implementation of Injectable Antiretroviral Therapy in Ontario using the RE-AIM Framework: A Retrospective Cohort Study and Cross-Sectional Survey","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Retrospective cohort study; Human immunodeficiency virus (HIV); Dosing; Regimen; Antiretroviral therapy; Cohort; Expanded access; Cohort study","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001411175,0.00031622,0.0002861144,0.001019135,0.002042267,0.001099739,0.001049559,0.000448744,0.002326752],"category_scores_gemma":[0.002821644,0.0005724432,0.0006340801,0.002257665,0.0006921006,0.0005550933,0.001198135,0.0006319808,0.0004219362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01406371,"about_ca_system_score_gemma":0.01418507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9498086,"about_ca_topic_score_gemma":0.9627687,"domain_scores_codex":[0.9987705,0.0001643739,0.00009589539,0.0001888758,0.0003570664,0.0004232493],"domain_scores_gemma":[0.9976927,0.0001298581,0.000942768,0.0001849352,0.0006669821,0.0003827095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000268672,0.00003137979,0.9962101,0.00002408022,0.00001955762,0.00003682945,0.001930736,0.00001900508,0.00009513256,0.00003416988,0.0004289032,0.001143158],"study_design_scores_gemma":[0.000002790381,0.00003730271,0.997728,0.00001570521,0.000008905729,0.00002049905,0.001566311,0.00005654484,0.00002405233,0.000005917238,0.0005298582,0.000004060712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925976,0.0001818935,0.0001444539,0.0002284079,0.000004523016,0.000233122,0.004506502,0.000009566444,0.002093866],"genre_scores_gemma":[0.9964796,0.0002184963,0.0002726239,0.0001357492,0.000005156729,0.0002011932,0.001461369,0.000006106546,0.001219827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0501914,"threshold_uncertainty_score":0.1020398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1526205024315951,"score_gpt":0.4626608299685528,"score_spread":0.3100403275369576,"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."}}