{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01086441,0.0003833706,0.0005517391,0.005308722,0.001321121,0.001707433,0.0006927153,0.0005273281,0.004314856],"category_scores_gemma":[0.03723248,0.0002899048,0.0006876149,0.00455312,0.001223491,0.001758884,0.002358831,0.0007747278,0.0003898942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001698878,"about_ca_system_score_gemma":0.001612919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001886837,"about_ca_topic_score_gemma":0.002124002,"domain_scores_codex":[0.9918751,0.004637586,0.0006426115,0.0005113485,0.001731961,0.0006014],"domain_scores_gemma":[0.9587617,0.02916535,0.005284012,0.0008604997,0.004990946,0.000937445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005041744,0.0006435465,0.6491361,0.002070839,0.0001705857,0.0004061102,0.2625656,0.0003979289,0.001781226,0.002486871,0.005821771,0.07401535],"study_design_scores_gemma":[0.00004517814,0.0004677633,0.6913282,0.0005366807,0.00006864075,0.000275883,0.2958243,0.002129801,0.0007178902,0.0009581143,0.007579763,0.00006780238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931114,0.0001270828,0.001020915,0.0002711306,0.00001498267,0.001081358,0.002094918,0.00001817808,0.00226004],"genre_scores_gemma":[0.9914011,0.0001455303,0.002618704,0.00008430504,0.00002173947,0.003962989,0.001154977,0.00001316958,0.0005973814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086441,"threshold_uncertainty_score":0.05745715,"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."}}