{"id":"W4288724073","doi":"10.1186/s12913-022-08343-1","title":"Inter-individual relationships within a Canadian SPOR research network: a social network study","year":2022,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre for Advancing Health Outcomes; Diabetes Canada; École Nationale d'Administration Publique","funders":"Canadian Institutes of Health Research; Diabetes Action Research and Education Foundation","keywords":"Nursing research; Health administration; Corporate governance; Health services research; Social network (sociolinguistics); Health informatics; Social network analysis; Public relations; Nursing; Public health; Medicine; Psychology; Sociology; Social capital; Computer science; Political science; Business; Social media; Social science; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007332344,0.0003573293,0.0005068325,0.004199324,0.01617068,0.005062443,0.001843832,0.001017394,0.002208669],"category_scores_gemma":[0.02040718,0.0004513926,0.0003168931,0.00656337,0.004028246,0.002824748,0.005671069,0.001688316,0.0001873331],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03507662,"about_ca_system_score_gemma":0.04135433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8618359,"about_ca_topic_score_gemma":0.9058469,"domain_scores_codex":[0.9909328,0.003547301,0.0003532405,0.0007317456,0.002123627,0.002311381],"domain_scores_gemma":[0.9815305,0.005290133,0.003906318,0.0005635071,0.002930226,0.005779401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008711918,0.0002248134,0.6197793,0.00009579666,0.000044338,0.0004753413,0.36075,0.0001195561,0.0002000821,0.002168462,0.00191461,0.01414054],"study_design_scores_gemma":[0.00001018985,0.00009580553,0.4587013,0.000116488,0.00002465655,0.0001541665,0.5340316,0.0008001437,0.00005275441,0.0002790432,0.005692038,0.00004180826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995302,0.0001737371,0.000189456,0.0009318478,0.000008974098,0.0001121809,0.000196247,0.000003251378,0.003082271],"genre_scores_gemma":[0.9985219,0.0002835045,0.0002694212,0.0001685934,0.000008379397,0.00008030482,0.0001439504,0.000003637739,0.0005203593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9649234,"threshold_uncertainty_score":0.2779555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6045283138645474,"score_gpt":0.5647074909778625,"score_spread":0.03982082288668487,"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."}}