{"id":"W7111165831","doi":"10.1371/journal.pone.0329176.s002","title":"Site 2 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":[0.0006668526,0.0005287492,0.0002913623,0.003016909,0.0008389945,0.001186352,0.0004289291,0.0004402169,0.05998587],"category_scores_gemma":[0.007118456,0.0001366813,0.0003997944,0.002614873,0.0002753744,0.0007028262,0.001059573,0.0006458188,0.004923251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085111,"about_ca_system_score_gemma":0.0008625046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05297368,"about_ca_topic_score_gemma":0.0638509,"domain_scores_codex":[0.9992839,0.0001467053,0.0000395973,0.0001506313,0.000191862,0.0001873884],"domain_scores_gemma":[0.9969208,0.0007741257,0.0006358858,0.0001279961,0.0009830802,0.0005581022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003427879,0.0001849161,0.838064,0.0002852624,0.0002696921,0.0002703492,0.002397654,0.0008087106,0.0005267429,0.002596297,0.09528195,0.05897171],"study_design_scores_gemma":[0.00004297333,0.00006742118,0.9611735,0.0001191609,0.00006469303,0.0003154561,0.006519301,0.002443859,0.0002038179,0.001290498,0.02772581,0.00003362196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8225804,0.00052494,0.004594966,0.001207005,0.0003646587,0.0005607993,0.09073746,0.000475721,0.07895407],"genre_scores_gemma":[0.9641457,0.0001675933,0.002393738,0.000157785,0.00007730005,0.0006080281,0.0192656,0.00009810242,0.01308614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05998587,"threshold_uncertainty_score":0.2006727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07630797980580636,"score_gpt":0.3668524744673231,"score_spread":0.2905444946615167,"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."}}