{"id":"W7111321232","doi":"10.1371/journal.pone.0329176.s001","title":"Site 1 HCW centrality scores.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Centrality; Health care; Social network analysis; Perception; Process (computing); Redundancy (engineering); Social network (sociolinguistics); Health professionals; Dissemination","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005179978,0.000470771,0.0002511497,0.00269102,0.000866539,0.001078789,0.0003820904,0.0003790108,0.05973207],"category_scores_gemma":[0.00645955,0.0001244714,0.000310156,0.002501327,0.000255575,0.0006746301,0.0009364152,0.0005353831,0.005200889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110609,"about_ca_system_score_gemma":0.000818587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06766945,"about_ca_topic_score_gemma":0.0849618,"domain_scores_codex":[0.9994447,0.0001085036,0.00003200958,0.0001175275,0.0001421382,0.0001551604],"domain_scores_gemma":[0.9975568,0.0005021908,0.0004961803,0.00009956396,0.000869986,0.0004752604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002706708,0.0001651927,0.8216439,0.0002996187,0.0001964636,0.0002260469,0.002551806,0.0006883296,0.0004737717,0.002468764,0.1100798,0.06093565],"study_design_scores_gemma":[0.00003330096,0.00006137486,0.9615484,0.0001342446,0.00004916088,0.000270404,0.006508516,0.001732614,0.0001778045,0.001108167,0.02834691,0.00002904667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7935565,0.0005582343,0.003365777,0.001224257,0.0003021483,0.0005106056,0.1069134,0.0003929589,0.09317612],"genre_scores_gemma":[0.9594669,0.0002302041,0.00218711,0.0001557735,0.00007436128,0.0005055718,0.0229538,0.00008072865,0.01434544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06766945,"threshold_uncertainty_score":0.1998237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07972658762373781,"score_gpt":0.367738410938316,"score_spread":0.2880118233145782,"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."}}