{"id":"W4407215755","doi":"10.1371/journal.pmed.1004525","title":"Improving monitoring of sexual, reproductive health, and rights globally","year":2025,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Reproductive health; Sexual and reproductive health and rights; Reproductive rights; Medicine; Global health; Environmental health; Public health; Population; Nursing","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":[0.02415762,0.0005879746,0.000451825,0.005170156,0.001007468,0.002794824,0.001689728,0.0009005106,0.006948085],"category_scores_gemma":[0.03750455,0.0002644236,0.0004403375,0.004740565,0.00111033,0.006718622,0.005646889,0.00186995,0.001318508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002315072,"about_ca_system_score_gemma":0.007641064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625708,"about_ca_topic_score_gemma":0.01860408,"domain_scores_codex":[0.9869599,0.007009918,0.001138335,0.001027491,0.002944157,0.000920227],"domain_scores_gemma":[0.9679681,0.007568459,0.005339833,0.003060303,0.01366903,0.002394291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003481795,0.0003070601,0.3343224,0.00130387,0.0000928778,0.00009230684,0.008456637,0.0009125249,0.001208476,0.01122831,0.05312471,0.588916],"study_design_scores_gemma":[0.00002907625,0.00063749,0.6608691,0.005626232,0.0001208863,0.0004422701,0.02722914,0.00371233,0.004993082,0.02233626,0.2738762,0.0001279676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3825944,0.01788871,0.09160125,0.1347705,0.002736785,0.004524774,0.03012041,0.002363481,0.3333997],"genre_scores_gemma":[0.8471555,0.008256986,0.1105901,0.01243857,0.0004647291,0.002022239,0.01033736,0.0002278354,0.0085066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02415762,"threshold_uncertainty_score":0.1277593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453351736327445,"score_gpt":0.342019335363538,"score_spread":0.3174858180002635,"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."}}