{"id":"W2980336953","doi":"10.1371/journal.pmed.1002935","title":"Gender differences in grant and personnel award funding rates at the Canadian Institutes of Health Research based on research content area: A retrospective analysis","year":2019,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Public Health Ontario; McMaster University; University of Toronto; St. Michael's Hospital","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Institute of Health Services and Policy Research; Government of Canada","keywords":"Poisson regression; Medicine; Confidence interval; Demography; Gerontology; Family medicine; Population; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02009863,0.0001704048,0.0009723598,0.002539384,0.0005369727,0.00001798378,0.0002003871,0.0001296346,0.0004934054],"category_scores_gemma":[0.04557522,0.00009030574,0.00006091393,0.002700536,0.001613036,0.00004589914,0.0000711001,0.001596704,0.00002009395],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002478256,"about_ca_system_score_gemma":0.007554484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2959635,"about_ca_topic_score_gemma":0.2877195,"domain_scores_codex":[0.992349,0.00136881,0.0005450381,0.0005091262,0.003439726,0.001788319],"domain_scores_gemma":[0.9916419,0.003126771,0.00009341015,0.0005325114,0.0008332844,0.003772108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004851058,0.0001730477,0.9884468,0.0006215695,0.0001920285,0.00007150909,0.005204637,0.000002025598,0.0006897307,0.0002803375,0.002999944,0.0008333154],"study_design_scores_gemma":[0.003082833,0.003388562,0.9736963,0.001860581,0.00005904443,0.00000473466,0.01140611,0.005567554,0.0001746618,0.0001002279,0.0005777698,0.00008162105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8617563,0.001513294,0.000005790511,0.1322778,0.00007723802,0.001537138,0.00001779685,0.000008481914,0.002806228],"genre_scores_gemma":[0.9957299,0.0007314383,0.00001643876,0.002737538,0.0001137929,0.00006765565,0.00003676657,0.00001476828,0.000551685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1339737,"threshold_uncertainty_score":0.9980718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7001000401961075,"score_gpt":0.5006950914239569,"score_spread":0.1994049487721506,"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."}}