{"id":"W4417159472","doi":"10.29184/anaisscfmc.v42025p57","title":"Práticas no descarte de medicamentos vencidos por pacientes atendidos na Farmácia Municipal de São Fidélis, RJ","year":2025,"lang":"","type":"article","venue":"Anais da Semana Científica da Faculdade de Medicina de Campos","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Cost analysis; Municipal solid waste","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00525057,0.001831046,0.002365249,0.001534555,0.00132287,0.0003872643,0.002182807,0.00132448,0.002914668],"category_scores_gemma":[0.002286382,0.001818346,0.0009225947,0.002449295,0.001699628,0.0003666949,0.001318563,0.002843044,0.0007870831],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007110548,"about_ca_system_score_gemma":0.002266502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003407274,"about_ca_topic_score_gemma":0.0003379931,"domain_scores_codex":[0.9844934,0.001427543,0.002791035,0.002597256,0.002961866,0.005728888],"domain_scores_gemma":[0.9913054,0.0006857252,0.0008441249,0.002821924,0.0002931206,0.004049737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003058827,0.007421888,0.2619123,0.0153685,0.007344029,0.01867961,0.08359738,0.0008860648,0.05314651,0.0048451,0.3716001,0.1721396],"study_design_scores_gemma":[0.01813763,0.005483319,0.1720239,0.01250514,0.009570766,0.001242475,0.08438275,0.07180062,0.00674063,0.0006111639,0.6137412,0.003760396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9013399,0.0202605,0.01143389,0.03900393,0.00293579,0.006784917,0.0006020745,0.000555757,0.0170832],"genre_scores_gemma":[0.9459895,0.00692725,0.001317537,0.03620832,0.00105777,0.0005837732,0.0006423723,0.0002353863,0.007038102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2421411,"threshold_uncertainty_score":0.9999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237769833237996,"score_gpt":0.3165876929254659,"score_spread":0.2928107096016663,"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."}}