{"id":"W3133713949","doi":"10.14745/ccdr.v47i02a03","title":"Understanding barriers and facilitators to HIV testing in Canada from 2009–2019: A systematic mixed studies review","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Health Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Psychological intervention; Medicine; Family medicine; Confidentiality; Nursing; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000580447,0.0001663155,0.0007710845,0.00006565327,0.0002059956,0.00002365081,0.0001580026,0.00001724539,0.0001526371],"category_scores_gemma":[0.019797,0.0001523975,0.0000690268,0.0005438189,0.00005355821,0.00006172134,0.0002487501,0.0002424914,0.000001330622],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003569463,"about_ca_system_score_gemma":0.01950819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9878356,"about_ca_topic_score_gemma":0.9988934,"domain_scores_codex":[0.9976023,0.0003579802,0.000765992,0.0002951376,0.00060005,0.0003784958],"domain_scores_gemma":[0.9964842,0.0006660899,0.0001237314,0.001088926,0.0003258363,0.001311262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003904867,0.00004362707,0.1942739,0.05406861,0.0007480389,0.02965703,0.0001481521,0.00003937539,0.0000567091,0.0000526181,0.7206469,0.0002260117],"study_design_scores_gemma":[0.003886435,0.0003638419,0.08886769,0.679292,0.00278776,0.001752938,0.1611913,0.006327279,0.0001370804,0.000549567,0.05278841,0.002055675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3493008,0.6235526,0.0001347166,0.01769711,0.0002151959,0.002586678,0.001261545,0.00004860244,0.005202823],"genre_scores_gemma":[0.9899075,0.003944488,0.000259495,0.001366195,0.00001227574,0.0001732409,0.0002106184,0.00002331046,0.00410286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6678585,"threshold_uncertainty_score":0.9884596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129674392006098,"score_gpt":0.3349418517640329,"score_spread":0.2219744125634231,"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."}}