{"id":"W6902304193","doi":"10.6084/m9.figshare.26952313","title":"Additional file 3 of Exploring the use of social network analysis methods in process improvement within healthcare organizations: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Toronto; University Health Network","funders":"","keywords":"Process (computing); Social network analysis; Health care; Social network (sociolinguistics); Work (physics); Context (archaeology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002006273,0.00009773898,0.0003232919,0.0002408915,0.00009650958,0.0000535884,0.0001545189,0.00005705203,0.6292003],"category_scores_gemma":[0.00299702,0.0000757234,0.00008006897,0.004440464,0.000008855,0.0003955139,0.0001124978,0.0001526215,0.00005343227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000301957,"about_ca_system_score_gemma":0.0001898251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000237862,"about_ca_topic_score_gemma":0.001004056,"domain_scores_codex":[0.9988649,0.00004079226,0.0005616182,0.0001985815,0.0001671937,0.0001669086],"domain_scores_gemma":[0.9986299,0.0004517832,0.0003371495,0.0001499964,0.0004248082,0.000006316554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001103507,0.00001018337,0.00002253504,0.03693383,0.00007318277,0.000002329573,0.00008041327,0.0001274263,5.324694e-7,0.0004227278,0.9459483,0.01637744],"study_design_scores_gemma":[0.0000547868,0.00001245305,0.0006752411,0.3674432,0.0001012714,0.000001040698,0.0002461609,0.00476223,0.000008749877,0.0002892834,0.6262131,0.0001923998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006572311,0.004012079,0.00004582413,0.001526547,0.0001062726,0.001299447,0.9926785,0.0001508995,0.0001147711],"genre_scores_gemma":[0.007902463,0.0000500858,0.001977208,0.00174296,0.0008790811,0.007943021,0.9793959,0.00005056518,0.00005871892],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6291469,"threshold_uncertainty_score":0.3711386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1526962940917304,"score_gpt":0.3785084103758157,"score_spread":0.2258121162840853,"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."}}