{"id":"W2908342761","doi":"","title":"Ervaringen met de organisatie van een OPEN beleid in Nederlandse ziekenhuizen: Verslag en resultaten van handelingsonderzoek","year":2018,"lang":"nl","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Theology; Humanities; Art; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.01740398,0.0009585868,0.001473953,0.0003838774,0.003030214,0.0007474349,0.006400781,0.0007853924,0.000683768],"category_scores_gemma":[0.001208977,0.0009279108,0.0000794537,0.001079166,0.0003921907,0.002558473,0.01063754,0.003136528,0.0008111361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004291453,"about_ca_system_score_gemma":0.001637137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08174692,"about_ca_topic_score_gemma":0.2181926,"domain_scores_codex":[0.9805683,0.01118036,0.002342679,0.002406411,0.0007776868,0.002724599],"domain_scores_gemma":[0.9865888,0.006929254,0.001354162,0.003577297,0.0002806126,0.001269901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004036551,0.0005451138,0.5405549,0.00552361,0.0007939354,0.0002370075,0.383447,0.0001479906,0.0007605964,0.0005358435,0.01058657,0.05283085],"study_design_scores_gemma":[0.01186231,0.002118461,0.3719563,0.01362654,0.001132074,0.00009201886,0.1582001,0.1974938,0.0001072372,0.01072072,0.2292264,0.003463998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699458,0.001721684,0.001596195,0.008633137,0.001402658,0.002913371,0.002554876,0.0002834308,0.01094877],"genre_scores_gemma":[0.967441,0.004883213,0.008503518,0.01005194,0.003111212,0.00008700473,0.004153089,0.0002627178,0.001506347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2252469,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.387846261948176,"score_gpt":0.4833941094199205,"score_spread":0.09554784747174455,"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."}}