{"id":"W6902039091","doi":"10.6084/m9.figshare.14404349","title":"Additional file 1 of Structural barriers to knowledge transfer and exchange among men and women in low-, middle- and high-income countries: an international cross-sectional study with vaccine researchers in 44 countries","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Knowledge transfer; Developing country; Public health; Data collection; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001700948,0.000713131,0.001035191,0.002174896,0.001223924,0.0009138767,0.001440627,0.000865043,0.764193],"category_scores_gemma":[0.0281571,0.0004944722,0.0005899424,0.004506448,0.0002651916,0.002175742,0.0008554967,0.0009639935,0.0610303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384435,"about_ca_system_score_gemma":0.002218213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01583365,"about_ca_topic_score_gemma":0.02006311,"domain_scores_codex":[0.9992247,0.0001671354,0.00021407,0.0001043003,0.0001637713,0.0001260647],"domain_scores_gemma":[0.9818289,0.01160142,0.002269649,0.0008414513,0.002946118,0.0005123591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003816478,0.000321709,0.0096495,0.003033781,0.00003681013,0.00006210244,0.0002738448,0.00029455,0.00004815069,0.0008200045,0.9730884,0.01198954],"study_design_scores_gemma":[0.01439374,0.001463139,0.3595011,0.01235419,0.0004235913,0.001185916,0.006207443,0.004015942,0.001170144,0.0129899,0.5859506,0.0003443694],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001698569,0.00002444854,0.0001725815,0.0001993577,0.00002254465,0.0005534107,0.9954286,0.0000607548,0.001839738],"genre_scores_gemma":[0.04617222,0.0003794282,0.00462223,0.0008782361,0.0001563108,0.02111883,0.9064044,0.0002264282,0.02004187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.764193,"threshold_uncertainty_score":0.33635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954226999813349,"score_gpt":0.3342538983343929,"score_spread":0.3047116283362594,"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."}}