{"id":"W1552628831","doi":"10.1684/sss.2013.0302","title":"Personnes vivant avec le VIH, méthodes qualitatives et couverture universelle en santé","year":2013,"lang":"fr","type":"article","venue":"Sciences sociales et santé","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005657986,0.0006102389,0.0008992346,0.0003247012,0.001141115,0.0002995978,0.0008973934,0.0004664489,0.002588873],"category_scores_gemma":[0.002954565,0.0005357772,0.0002911738,0.0012586,0.006869313,0.001584126,0.0003086222,0.0007951864,0.001681278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000616893,"about_ca_system_score_gemma":0.003823211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005095926,"about_ca_topic_score_gemma":0.002627834,"domain_scores_codex":[0.9910883,0.004551781,0.0006276767,0.001052571,0.00131145,0.001368219],"domain_scores_gemma":[0.9927639,0.005592431,0.0003924003,0.000419337,0.0003620963,0.0004697761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003501679,0.0004971841,0.00159265,0.0002975895,0.000156628,0.00006575805,0.7626955,0.00009011271,0.007564295,0.1761859,0.02824949,0.02256987],"study_design_scores_gemma":[0.001238556,0.0006183622,0.009083864,0.0007175267,0.0001482001,0.00003313009,0.9351472,0.002571074,0.0007147051,0.03143907,0.01751931,0.0007689981],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7314988,0.02315497,0.004928707,0.05572778,0.004935113,0.001732828,0.0004410234,0.000369145,0.1772117],"genre_scores_gemma":[0.9510747,0.004799256,0.01379949,0.002398115,0.001393233,0.00002884065,0.00003195363,0.00006915873,0.02640525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2195759,"threshold_uncertainty_score":0.9997094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069316334199072,"score_gpt":0.426619023748775,"score_spread":0.3196873903288678,"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."}}