{"id":"W4213423896","doi":"10.3390/jpm12030334","title":"Patient and Physician Preferences for Regimen Attributes for the Treatment of HIV in the United States and Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; GlaxoSmithKline (Canada)","funders":"","keywords":"Human immunodeficiency virus (HIV); Regimen; Family medicine; Medicine; Internal medicine","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":[0.001444413,0.0001131843,0.0002096803,0.0003327403,0.001532613,0.0009957536,0.000291789,0.0003458371,0.002888587],"category_scores_gemma":[0.005978533,0.0001176903,0.000364552,0.0006618062,0.0004558703,0.0002934,0.0002917879,0.0004320277,0.000135713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008182932,"about_ca_system_score_gemma":0.01026662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9014414,"about_ca_topic_score_gemma":0.964689,"domain_scores_codex":[0.999,0.000244711,0.00008747718,0.00008664517,0.0004177265,0.0001633718],"domain_scores_gemma":[0.9968314,0.0009887362,0.0005795131,0.00007574515,0.0007287373,0.0007958789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004632254,0.0002739435,0.9713073,0.00006569366,0.00007027069,0.0001340578,0.002822508,0.0003973023,0.0003275368,0.0002247836,0.002460157,0.02145332],"study_design_scores_gemma":[0.00008145498,0.0001852776,0.9861386,0.00009224955,0.00004627213,0.0001700122,0.007608063,0.001960709,0.000204704,0.0001358683,0.003338435,0.00003835077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964948,0.0002380754,0.00004780632,0.0004313867,0.000005899732,0.00004292676,0.0004001785,0.000002022522,0.002336841],"genre_scores_gemma":[0.998507,0.0002561451,0.0002366423,0.0002702471,0.000003191959,0.00001435818,0.0002056629,0.000001329376,0.0005054384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0985586,"threshold_uncertainty_score":0.198278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04690613242178709,"score_gpt":0.3339894121346212,"score_spread":0.2870832797128341,"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."}}