{"id":"W4376226243","doi":"10.1136/bmjopen-2022-070837","title":"CASCADE protocol: exploring current viral and host characteristics, measuring clinical and patient-reported outcomes, and understanding the lived experiences and needs of individuals with recently acquired HIV infection through a multicentre mixed-methods observational study in Europe and Canada","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hip and Knee Clinic","funders":"Janssen Pharmaceuticals; Universiteit van Amsterdam; ViiV Healthcare","keywords":"Medicine; Human immunodeficiency virus (HIV); Protocol (science); Host (biology); Epidemiology; Immunology; Alternative medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.06078992,0.002665765,0.003372515,0.005339539,0.00981003,0.005830489,0.006308084,0.003307395,0.1230538],"category_scores_gemma":[0.05010206,0.003696228,0.003621532,0.005638537,0.003255868,0.00271819,0.004655404,0.004419507,0.01365989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02633758,"about_ca_system_score_gemma":0.130814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1325735,"about_ca_topic_score_gemma":0.2757567,"domain_scores_codex":[0.9801573,0.01074898,0.003081526,0.001876369,0.002238679,0.001897015],"domain_scores_gemma":[0.9478415,0.01230486,0.003769451,0.005568056,0.02610458,0.004411656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.04082595,0.0106787,0.03478438,0.07373188,0.001024213,0.001964407,0.03276376,0.005407267,0.005665967,0.01942757,0.5390642,0.2346618],"study_design_scores_gemma":[0.08862831,0.01089203,0.1802152,0.05718252,0.001162868,0.0004731902,0.03789432,0.00647301,0.004445772,0.0153561,0.5961329,0.001143656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003084027,0.0001638586,0.001895775,0.0003930838,0.0001202523,0.9793717,0.0125779,0.00009043662,0.00230311],"genre_scores_gemma":[0.001253842,0.00008444767,0.003512976,0.0001074196,0.00001105195,0.9933494,0.00118504,0.000007072949,0.0004888177],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1325735,"threshold_uncertainty_score":0.411656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4616855608962692,"score_gpt":0.5080781525364773,"score_spread":0.04639259164020804,"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."}}