{"id":"W4285832680","doi":"10.5281/zenodo.6861911","title":"Défis de la distribution des autotests VIH pour le dépistage des cas index lorsque le partage du statut VIH est faible : résultats prélimi-naires d'une étude qualitative à Bamako (Mali) dans le cadre du projet ATLAS","year":2022,"lang":"fr","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04480686,0.0003249627,0.0005544986,0.001031271,0.004680987,0.005405718,0.001870441,0.001281953,0.004502569],"category_scores_gemma":[0.09258485,0.000584916,0.0003457982,0.00155429,0.007901343,0.004851428,0.004526704,0.002451845,0.0003976183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01694023,"about_ca_system_score_gemma":0.02145728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04347212,"about_ca_topic_score_gemma":0.0445387,"domain_scores_codex":[0.9680723,0.02269457,0.001763875,0.001556598,0.003522568,0.002390134],"domain_scores_gemma":[0.9270316,0.0561294,0.007782327,0.001795464,0.004537434,0.002723753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001944925,0.00008817024,0.06708433,0.001007893,0.00002347128,0.0004895222,0.8897135,0.00008801113,0.0009423885,0.01018169,0.002354798,0.02783182],"study_design_scores_gemma":[0.00003715237,0.0001583797,0.05524549,0.00158025,0.00004148281,0.0003387403,0.9162564,0.0002969483,0.0008896075,0.002880384,0.02223022,0.00004479791],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622961,0.002286331,0.002991025,0.01595568,0.0001780895,0.0006780173,0.0005447674,0.00002175742,0.01504823],"genre_scores_gemma":[0.9940857,0.0006570395,0.001479847,0.001318394,0.00001589004,0.0006683691,0.00008011152,0.00001591883,0.001678715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04480686,"threshold_uncertainty_score":0.2369641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04976737654795765,"score_gpt":0.3344908345782144,"score_spread":0.2847234580302568,"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."}}