{"id":"W2011951376","doi":"10.2196/jmir.2501","title":"Community Management That Works: How to Build and Sustain a Thriving Online Health Community","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Virtual University","funders":"Harvard University","keywords":"Online community; Thriving; Outreach; Community organization; Community health; Enabling; Public relations; Business; Community building; Nexus (standard); Knowledge management; World Wide Web; Sociology; Medicine; Computer science; Nursing; Political science; Public health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01027779,0.0009456885,0.0004497645,0.002807196,0.01527341,0.01154126,0.002824611,0.004593927,0.008089513],"category_scores_gemma":[0.02430493,0.000618714,0.0007313295,0.001158252,0.009244339,0.01886506,0.01227652,0.004000126,0.00417684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007273,"about_ca_system_score_gemma":0.01390213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00471785,"about_ca_topic_score_gemma":0.007918663,"domain_scores_codex":[0.9940805,0.003396692,0.0001572768,0.000476526,0.001012734,0.0008762535],"domain_scores_gemma":[0.9814092,0.003553667,0.000931747,0.00157267,0.002198216,0.01033453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000544921,0.001291576,0.01246808,0.001033327,0.00006927177,0.001545605,0.07540868,0.0007223676,0.002904792,0.05215926,0.186485,0.6658576],"study_design_scores_gemma":[0.0001394104,0.0007021048,0.01325556,0.002835702,0.0001009448,0.002407468,0.2247285,0.003701069,0.002054187,0.1500501,0.599784,0.0002409512],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1839499,0.009550233,0.1204607,0.384441,0.005746663,0.003763973,0.0002070187,0.003856192,0.2880244],"genre_scores_gemma":[0.7280538,0.005942468,0.2097566,0.01627016,0.001203953,0.001825093,0.0002592955,0.0006079071,0.0360807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01527341,"threshold_uncertainty_score":0.05435479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3474230926273102,"score_gpt":0.5592867000717276,"score_spread":0.2118636074444174,"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."}}