{"id":"W4404620285","doi":"10.1136/bmjopen-2024-086459","title":"Assessing national medicines policies: a protocol for systematic review of access to medicine assessment metrics and indicators","year":2024,"lang":"en","type":"review","venue":"BMJ Open","topic":"Public Health in Brazil","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Work & Health; University of Toronto","funders":"","keywords":"Grey literature; Medicine; Protocol (science); Scopus; Systematic review; Relevance (law); MEDLINE; Alternative medicine; Political science","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2203155,0.007138776,0.01716012,0.02139506,0.005140711,0.009786958,0.006581661,0.009839965,0.05999731],"category_scores_gemma":[0.2534308,0.00670988,0.01839562,0.02553865,0.008124505,0.01173552,0.007310275,0.01104945,0.01445434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01862433,"about_ca_system_score_gemma":0.1078485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005924697,"about_ca_topic_score_gemma":0.01234934,"domain_scores_codex":[0.8170707,0.09093144,0.06347923,0.008447572,0.01563827,0.004432755],"domain_scores_gemma":[0.7923994,0.1043624,0.03097498,0.02502333,0.04243952,0.004800373],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004902015,0.0003219746,0.0008075396,0.8719683,0.00252139,0.0006290331,0.004921271,0.001404677,0.001779914,0.008203543,0.05540853,0.04713185],"study_design_scores_gemma":[0.02171438,0.001429392,0.005168629,0.6514764,0.006844256,0.0005941426,0.004022312,0.002114601,0.002977511,0.02352723,0.279393,0.0007381859],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002618998,0.001423245,0.003258469,0.0006239518,0.0003672571,0.987849,0.005430731,0.000179606,0.0006057694],"genre_scores_gemma":[0.0002530995,0.0006829503,0.006621885,0.0001643526,0.00002216537,0.9915074,0.0005509655,0.00001462222,0.0001825227],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7796845,"threshold_uncertainty_score":0.9614899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5765657397333526,"score_gpt":0.726009950079792,"score_spread":0.1494442103464394,"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."}}