{"id":"W6977526538","doi":"10.6084/m9.figshare.26129752","title":"Additional file 1 of Economic evaluation of the effect of needle and syringe programs on skin, soft tissue, and vascular infections in people who inject drugs: a microsimulation modelling approach","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Economic evaluation; Syringe; Microsimulation; Economic analysis; Economic impact analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004521217,0.00005618795,0.0001176303,0.00009660177,0.00007138462,0.00002610211,0.00008601934,0.000109905,0.1241095],"category_scores_gemma":[0.001248342,0.0000466839,0.00004235152,0.000227683,0.00004304573,0.0001498824,0.00006282562,0.0001503284,0.000009401811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008070834,"about_ca_system_score_gemma":0.0001645803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003422966,"about_ca_topic_score_gemma":0.00008993343,"domain_scores_codex":[0.9990864,0.0002280401,0.0001359137,0.0001397093,0.0003143142,0.00009560989],"domain_scores_gemma":[0.9984546,0.001309421,0.00006950353,0.000075826,0.00006766273,0.00002300149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002289141,0.00008234339,0.001713452,0.001729546,0.00009869846,1.588458e-7,0.03052895,0.1621142,0.00001695137,0.0001515162,0.7587533,0.04478795],"study_design_scores_gemma":[0.0004917363,0.0002800353,0.004384152,0.005940341,0.00003972303,7.739171e-7,0.001518621,0.9380538,0.0003768272,0.0003582728,0.0483931,0.0001625831],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1781022,0.0004651106,0.00001118601,0.00003070874,0.00003782861,0.002073891,0.8119106,0.00002770951,0.007340794],"genre_scores_gemma":[0.9643182,0.00001091907,0.00004080932,0.000002015978,0.00004734463,0.0005102692,0.03499766,0.000006885546,0.00006594147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.786216,"threshold_uncertainty_score":0.8766912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04393699828944218,"score_gpt":0.3312831100484632,"score_spread":0.287346111759021,"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."}}