{"id":"W4409769460","doi":"10.13162/hro-ors.v12i1.5879","title":"Modernizing public health STI and HIV testing services in Ontario: The GetaKit Project","year":2025,"lang":"en","type":"article","venue":"Health Reform Observer - Observatoire des Réformes de Santé","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Public health; Health services; Business; Environmental health; Virology; Medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002748551,0.0003575696,0.0003589754,0.001108865,0.007448284,0.002592578,0.001793393,0.0009050985,0.003655943],"category_scores_gemma":[0.007567551,0.0005317737,0.0007245126,0.00274761,0.00234193,0.001093137,0.003897352,0.001449182,0.000255501],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09991261,"about_ca_system_score_gemma":0.288294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942793,"about_ca_topic_score_gemma":0.9979143,"domain_scores_codex":[0.9944616,0.0005959438,0.0001682356,0.0002132858,0.002246608,0.002314267],"domain_scores_gemma":[0.9896452,0.0005172419,0.0009503529,0.0003739219,0.002817184,0.005695994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006903132,0.001233294,0.7213874,0.001520451,0.0002667891,0.002119022,0.03986784,0.001407617,0.00325889,0.005625569,0.04607548,0.1765472],"study_design_scores_gemma":[0.0001613421,0.0004047732,0.9177144,0.0003764609,0.0001386925,0.0002708706,0.02007842,0.0008745348,0.0005013248,0.0004061192,0.05900428,0.00006881771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317397,0.002920141,0.0007154875,0.02998564,0.0002197362,0.001543887,0.003470496,0.0001166458,0.02928831],"genre_scores_gemma":[0.9664982,0.003998906,0.004757587,0.007502799,0.000114228,0.0006298687,0.002244099,0.00006234583,0.014192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9000874,"threshold_uncertainty_score":0.7249202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1777949971381287,"score_gpt":0.4153289002637637,"score_spread":0.237533903125635,"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."}}