{"id":"W3096435735","doi":"10.1503/cmaj.201160","title":"Time for HIV self-testing in Canada: a vision and an action plan","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Human immunodeficiency virus (HIV); Action plan; Medicine; Action (physics); Key (lock); Family medicine; Virology; Computer science; Biology; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005889681,0.001393952,0.0008665154,0.002279725,0.008398789,0.005205964,0.005239237,0.005716514,0.008929194],"category_scores_gemma":[0.009555521,0.0005823236,0.001490688,0.002120572,0.003150863,0.002997849,0.005401679,0.01171506,0.001375693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1077712,"about_ca_system_score_gemma":0.5403525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9772516,"about_ca_topic_score_gemma":0.9834149,"domain_scores_codex":[0.9921002,0.0007428006,0.0003975172,0.00032409,0.003454426,0.002980876],"domain_scores_gemma":[0.9794546,0.0005957977,0.0005387174,0.0001114845,0.005050242,0.0142491],"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":[0.000261054,0.0006863971,0.01609604,0.001955556,0.00009536495,0.000664537,0.00187212,0.002334444,0.0007475375,0.02999795,0.8057492,0.1395397],"study_design_scores_gemma":[0.0003652882,0.001137706,0.1711394,0.01266087,0.0004637953,0.0008933564,0.02078259,0.008900861,0.00194726,0.02220653,0.7588817,0.0006206186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01690948,0.03565408,0.002960894,0.8927753,0.008864741,0.000693534,0.007164188,0.0005874541,0.0343903],"genre_scores_gemma":[0.4824637,0.09118392,0.05226015,0.2820673,0.005345285,0.001875596,0.01951135,0.0003993772,0.06489341],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1077712,"threshold_uncertainty_score":0.7819386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623720527727414,"score_gpt":0.3089553142310901,"score_spread":0.2827181089538159,"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."}}