{"id":"W4387195463","doi":"10.1186/s12875-023-02161-y","title":"Understanding the effect of an educational intervention to optimize HIV testing strategies in primary care in Amsterdam – results of a mixed-methods study","year":2023,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Gilead Sciences; Bristol-Myers Squibb","keywords":"Medicine; Thematic analysis; Family medicine; Intervention (counseling); Focus group; Human immunodeficiency virus (HIV); Guideline; Qualitative research; Hiv test; Nursing; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001948255,0.0001511932,0.0004112756,0.0006643923,0.00005918578,0.00003246956,0.000233779,0.00005746857,0.00001333642],"category_scores_gemma":[0.001228542,0.0001152889,0.0001611187,0.001225399,0.00007427736,0.0001990999,0.0002159409,0.0002620197,0.000004234672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000891238,"about_ca_system_score_gemma":0.0005076324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004041974,"about_ca_topic_score_gemma":0.001728237,"domain_scores_codex":[0.9970666,0.001279927,0.0006645275,0.0003186156,0.0004027242,0.0002675595],"domain_scores_gemma":[0.9979466,0.001239299,0.0001337946,0.0004014146,0.0001912082,0.00008772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008777247,0.001573415,0.710579,0.01875561,0.000198811,0.00007711248,0.05482804,0.007156251,0.01176883,0.0001207026,0.00231566,0.1838493],"study_design_scores_gemma":[0.005911839,0.01040978,0.8123588,0.003067966,0.0000555105,0.0000065272,0.1661952,0.0008393014,0.0009417979,0.00007189274,0.00001043197,0.0001309408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865953,0.0003304123,0.001853637,0.00009579708,0.00007964106,0.001665599,0.0001092795,0.00003255262,0.009237737],"genre_scores_gemma":[0.9908097,0.000003584372,0.007932553,0.000007615616,0.00004461295,0.0001988236,0.0006554655,0.00002130466,0.0003262891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1837184,"threshold_uncertainty_score":0.4701344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06897017160582691,"score_gpt":0.4141127557114272,"score_spread":0.3451425841056003,"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."}}