{"id":"W4388078156","doi":"10.1371/journal.pone.0287834","title":"The DELIVER study; the impact of research capacity building on research, education, and practice in Dutch midwifery","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Academie Verloskunde Amsterdam Groningen","keywords":"Obstetrics; Capacity building; Professional development; Political science; Public relations; Medicine; Medical education; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1905446,0.000387244,0.0007434467,0.003881983,0.005405749,0.01713197,0.002121422,0.00268495,0.007387942],"category_scores_gemma":[0.3300758,0.0008971817,0.000917289,0.005891781,0.01218379,0.0130609,0.02547439,0.003411942,0.000898256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02523305,"about_ca_system_score_gemma":0.08425111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02029511,"about_ca_topic_score_gemma":0.02014681,"domain_scores_codex":[0.7153146,0.239842,0.009081982,0.005578711,0.0227259,0.007456808],"domain_scores_gemma":[0.4257186,0.4815782,0.02562066,0.0249709,0.02284482,0.01926672],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004452436,0.0006984011,0.05505839,0.01120717,0.0002678408,0.002045125,0.4122719,0.001774414,0.001830414,0.1581085,0.05173393,0.3045586],"study_design_scores_gemma":[0.0003761294,0.001148169,0.0801302,0.01392658,0.0002428508,0.001037119,0.3395138,0.00195472,0.002546125,0.03994488,0.5189505,0.0002289553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5406173,0.01908374,0.02811608,0.177856,0.002005964,0.008442489,0.0036751,0.0003809325,0.2198224],"genre_scores_gemma":[0.9641889,0.003965775,0.01075748,0.007058355,0.0002501612,0.005140035,0.0005767586,0.0001778389,0.007884807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8094553,"threshold_uncertainty_score":0.9982026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7103836071480776,"score_gpt":0.6565586768204439,"score_spread":0.05382493032763369,"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."}}