{"id":"W4411149847","doi":"10.2196/preprints.78618","title":"Codevelopment of a Shared Decision-Making Resource Platform for Women and Girls in 3 Low- and Middle-Income Countries (ENGAGEEs): Protocol for a Participatory Research Project (Preprint)","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Protocol (science); Resource (disambiguation); Low and middle income countries; Citizen journalism; Computer science; Business; World Wide Web; Economic growth; Developing country; Economics; Medicine; Computer network","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07159554,0.001899942,0.002153091,0.002723442,0.005494731,0.003173612,0.002956041,0.004040306,0.0529923],"category_scores_gemma":[0.05543949,0.002248588,0.002538855,0.002320526,0.003881169,0.003465312,0.006248411,0.005487359,0.008324347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005908918,"about_ca_system_score_gemma":0.03168079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003954312,"about_ca_topic_score_gemma":0.006526672,"domain_scores_codex":[0.9611375,0.03020311,0.003128506,0.001836733,0.001729126,0.001965054],"domain_scores_gemma":[0.9550702,0.02387204,0.002590018,0.006340451,0.008929108,0.003198242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02829029,0.01097485,0.005551992,0.06767306,0.0003873278,0.003988981,0.1546301,0.006721903,0.009722124,0.05981186,0.1744655,0.4777821],"study_design_scores_gemma":[0.02342463,0.007563114,0.01166759,0.03159351,0.0002919613,0.0005174164,0.06396182,0.002555457,0.008384752,0.02780011,0.821785,0.0004545944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003730598,0.0001478822,0.00753857,0.0006889415,0.0002034876,0.9828972,0.002134765,0.00006276375,0.0025959],"genre_scores_gemma":[0.001794641,0.00007959518,0.007433018,0.000137961,0.00001261617,0.9899087,0.0001754774,0.000006290966,0.0004518024],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07159554,"threshold_uncertainty_score":0.378638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3106083838991586,"score_gpt":0.4980717097502081,"score_spread":0.1874633258510496,"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."}}