{"id":"W4388040509","doi":"10.3390/healthcare11212869","title":"An Agentic Familiarity: The Context of HIV/AIDS and Sexual Orientation for Older Canadians during the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Simon Fraser University","funders":"Canadian Frailty Network","keywords":"Pandemic; Sexual orientation; Coronavirus disease 2019 (COVID-19); Context (archaeology); Human immunodeficiency virus (HIV); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Psychology; Orientation (vector space); Medicine; Social psychology; Geography; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005659385,0.00007204529,0.000140913,0.0001116278,0.0003984916,0.00001795223,0.00009132774,0.00005282813,0.00004852222],"category_scores_gemma":[0.0004481056,0.00004503532,0.00005153587,0.0002974889,0.0001313459,0.00005349614,0.00002188905,0.0001768814,0.000007913434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427038,"about_ca_system_score_gemma":0.000402457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02297152,"about_ca_topic_score_gemma":0.06843195,"domain_scores_codex":[0.9989386,0.0001634594,0.0002195177,0.0001849619,0.0001994779,0.0002940344],"domain_scores_gemma":[0.9989829,0.0002113176,0.00004748407,0.000273522,0.0001390081,0.0003457546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002125423,0.0000587675,0.8999645,0.003104705,0.00009700926,0.00002164009,0.02809364,0.000004597268,0.002033498,0.002105134,0.02659721,0.03770678],"study_design_scores_gemma":[0.004918872,0.0040157,0.673748,0.0002835162,0.0001291539,0.0001628169,0.2751278,0.008848921,0.0002757264,0.0005747998,0.03169251,0.0002221333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791518,0.0003102367,0.0003112105,0.01861008,0.0000476479,0.001089275,0.0003984016,0.00004446357,0.0000368783],"genre_scores_gemma":[0.991217,0.0001294187,0.00001631164,0.001516907,0.00008472129,0.0001610147,0.0001996293,0.00001418145,0.00666086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2470342,"threshold_uncertainty_score":0.9835346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08589998485827753,"score_gpt":0.4172236903256705,"score_spread":0.3313237054673929,"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."}}