{"id":"W4400873129","doi":"10.1370/afm.3126","title":"Fifty Years of Connection: Characterizing the Social Network of a Primary Care Research Organization","year":2024,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Primary care; Social network (sociolinguistics); Social network analysis; Descriptive research; Psychology; Computer science; Medicine; Sociology; Family medicine; World Wide Web; Social science; Social capital","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":[],"consensus_categories":[],"category_scores_codex":[0.001668223,0.0000592508,0.0002370917,0.0001226699,0.0001341074,0.00001101407,0.0002337122,0.0000706736,0.00002411717],"category_scores_gemma":[0.0002510383,0.00003470904,0.00003323606,0.001384264,0.0002875077,0.00009400292,0.0001135072,0.0001986831,0.000007034314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001272002,"about_ca_system_score_gemma":0.00006420955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214631,"about_ca_topic_score_gemma":0.00003592102,"domain_scores_codex":[0.9990047,0.00005754703,0.0003356267,0.0001042941,0.0003322716,0.0001656031],"domain_scores_gemma":[0.998651,0.0001803044,0.0001678099,0.0001889304,0.0008074775,0.000004497763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001931846,0.00007298619,0.008848129,0.01247599,0.0003556963,0.00002329996,0.01705104,0.00002002018,0.06565565,0.2779178,0.1388655,0.4785207],"study_design_scores_gemma":[0.0005686011,0.0002086388,0.5488234,0.003455521,0.00009523548,0.000005210411,0.02446103,0.0001746224,0.0008200731,0.007520347,0.4136973,0.0001700654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642722,0.004550946,0.0000321603,0.02702217,0.0005124822,0.0002649179,0.000003261604,0.00004462222,0.003297231],"genre_scores_gemma":[0.9964636,0.0002448844,0.000002737401,0.001042353,0.002172552,0.000004783715,0.00002073999,0.00001377642,0.00003460033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5399752,"threshold_uncertainty_score":0.3244593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.27853675504661,"score_gpt":0.4161109393928453,"score_spread":0.1375741843462354,"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."}}