{"id":"W4392082989","doi":"10.9789/2175-5361.rpcfo.v16.12987","title":"Key populations for human immunodeficiency virus in nursing studies: an integrative review / Populações-chave ao vírus da imunodeficiência humana nos estudos da enfermagem: revisão integrativa","year":2024,"lang":"pt","type":"article","venue":"Revista de Pesquisa Cuidado é Fundamental Online","topic":"Science and Education Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Human immunodeficiency virus (HIV); Medicine; Nursing; Virology","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005517067,0.001085457,0.001853349,0.001062603,0.002628814,0.002299706,0.001815822,0.0003472515,0.00108534],"category_scores_gemma":[0.001913254,0.0009594117,0.0008019269,0.004449018,0.001581896,0.001759979,0.0003188864,0.001522206,0.0001679626],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005482024,"about_ca_system_score_gemma":0.001921269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00561717,"about_ca_topic_score_gemma":0.006432807,"domain_scores_codex":[0.9900153,0.00167311,0.002613397,0.00202684,0.001662585,0.002008816],"domain_scores_gemma":[0.9961455,0.0006859272,0.0006276793,0.00118526,0.0007748291,0.0005807663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003006209,0.01114323,0.007357578,0.01224515,0.0006503895,0.0002239351,0.3666079,0.0001068845,0.0132052,0.3625758,0.0325179,0.1930655],"study_design_scores_gemma":[0.002235152,0.003788763,0.006601344,0.1607517,0.00189924,0.00008961999,0.6619447,0.01083184,0.000217617,0.0123038,0.1347068,0.004629389],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5787969,0.3965805,0.000701425,0.01138521,0.002608852,0.006823815,0.001276228,0.0003148824,0.001512232],"genre_scores_gemma":[0.9454265,0.04509066,0.0008748668,0.001289684,0.0009914944,0.0004019239,0.001511985,0.000148614,0.00426422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3666297,"threshold_uncertainty_score":0.9998278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.273304402325563,"score_gpt":0.5496737115235096,"score_spread":0.2763693091979467,"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."}}