{"id":"W4404473521","doi":"10.1177/10497323241292279","title":"Adversity and Resilience: The Stories of People Living With HIV in Ecuador","year":2024,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Universidad San Francisco de Quito","keywords":"Thematic analysis; Context (archaeology); Psychological resilience; Narrative; Psychology; Mental health; Health care; Qualitative research; Social psychology; Sociology; Public relations; Political science; Psychiatry; Geography; Social science","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":[0.009835904,0.00006712062,0.0002163678,0.00041622,0.0002421035,0.00002963847,0.0001062295,0.00003107388,0.0001599898],"category_scores_gemma":[0.002725728,0.00004006856,0.00003686322,0.001268725,0.0006551925,0.0001304258,0.0001059468,0.0007639189,0.00002656186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002036399,"about_ca_system_score_gemma":0.001023491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004766617,"about_ca_topic_score_gemma":0.00445404,"domain_scores_codex":[0.9959448,0.002256468,0.0002498047,0.0002396438,0.0008511447,0.0004581505],"domain_scores_gemma":[0.9949715,0.004204973,0.00002719439,0.00020207,0.0003812312,0.0002130349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005678858,0.0003360235,0.03814207,0.007292927,0.00009016264,0.00005373553,0.8441178,0.000001726097,0.0001817006,0.01311548,0.07134825,0.02475228],"study_design_scores_gemma":[0.0006191355,0.008339191,0.1727914,0.005113656,0.000005988752,0.00001723553,0.8077146,0.001044348,0.0001701638,0.0007654433,0.003332657,0.00008621987],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660074,0.004835622,0.0003120753,0.0243335,0.00001304678,0.0007308628,0.00004431965,0.00001776276,0.003705451],"genre_scores_gemma":[0.9846992,0.0006058563,0.0003196289,0.00003916131,0.00002829401,0.0000549557,0.000004962554,0.000009317375,0.01423859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1346493,"threshold_uncertainty_score":0.7205731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1602201569509159,"score_gpt":0.5461258491383162,"score_spread":0.3859056921874002,"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."}}