{"id":"W3096905763","doi":"10.2196/21694","title":"Facebook Support Groups for Rare Pediatric Diseases: Quantitative Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität zu Köln","keywords":"Loneliness; Feeling; Disease; Support group; Social support; Psychology; Rare disease; Health care; Descriptive statistics; Internet privacy; Medicine; Family medicine; Social psychology; Psychiatry; Computer science; Pathology; Statistics; Political science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008244754,0.0001805008,0.0004128261,0.0002424375,0.001022719,0.00006013339,0.0001556058,0.0001424131,0.0008705335],"category_scores_gemma":[0.0008178435,0.0001587267,0.0001754361,0.001135437,0.00002006881,0.0006429073,0.0001299088,0.0003597707,0.0001372019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000356884,"about_ca_system_score_gemma":0.000291558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001374384,"about_ca_topic_score_gemma":0.000008133564,"domain_scores_codex":[0.9972954,0.0002168695,0.001356715,0.0003721164,0.0002366832,0.000522186],"domain_scores_gemma":[0.9971337,0.001066692,0.0008082858,0.0001703427,0.0003484756,0.0004724815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007234185,0.00002721054,0.9763236,0.002450587,0.00002797453,6.915224e-7,0.009678322,0.00001774799,3.778124e-7,0.000639361,0.009734831,0.001026959],"study_design_scores_gemma":[0.001795207,0.0002729427,0.8221515,0.00001814736,0.001087105,1.8376e-7,0.00910869,0.05259336,6.205242e-7,0.0004120876,0.1120109,0.0005492118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426001,0.0004755189,0.0457847,0.001179477,0.0005525188,0.004515158,0.001710698,0.0002600426,0.0029218],"genre_scores_gemma":[0.9908124,0.0002659404,0.001734296,0.003894032,0.001271944,0.0009233886,0.0008258431,0.00002077036,0.0002513476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.154172,"threshold_uncertainty_score":0.9531731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08642590140778128,"score_gpt":0.4438358495806952,"score_spread":0.3574099481729139,"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."}}