{"id":"W2102494272","doi":"10.7202/502049ar","title":"Intervention psychosociale auprès des personnes infectées par le VIH","year":2008,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Lakeshore General Hospital; Montreal General Hospital","funders":"","keywords":"Political science; Humanities; Human immunodeficiency virus (HIV); Medicine; Gynecology; Family medicine; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002056019,0.0004024911,0.0006024885,0.0001531859,0.004399332,0.00003632156,0.0002701994,0.0005753165,0.004596511],"category_scores_gemma":[0.0005967871,0.0004115501,0.0003561799,0.000360261,0.000818359,0.001048415,0.0001429509,0.0009964289,0.00378877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001974148,"about_ca_system_score_gemma":0.004166218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8664262,"about_ca_topic_score_gemma":0.7584996,"domain_scores_codex":[0.9926253,0.004110155,0.001141744,0.0005608255,0.0004004005,0.001161594],"domain_scores_gemma":[0.9970607,0.001109428,0.0007395328,0.0004457037,0.0001983629,0.0004462896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001736765,0.001311309,0.4742516,0.004298263,0.000272791,0.0001028271,0.264756,0.000001181231,0.0005123162,0.001194992,0.04374061,0.2093844],"study_design_scores_gemma":[0.001891685,0.0005632223,0.2114653,0.002705465,0.00008188484,0.0001550554,0.08580188,0.00002579081,0.0002774626,0.0002937626,0.6962339,0.0005046559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226036,0.02708078,0.0001776258,0.01863419,0.006262501,0.001129001,0.0001193743,0.0001488045,0.02384411],"genre_scores_gemma":[0.9676643,0.002519922,0.0004636486,0.0009063462,0.002812993,0.0001821492,0.00003667495,0.00008144617,0.02533253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6524932,"threshold_uncertainty_score":0.9998336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007086062609935,"score_gpt":0.4305314445974717,"score_spread":0.3298228383364782,"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."}}