{"id":"W4404221925","doi":"10.1007/s00467-024-06589-x","title":"“None of us asked to be in this community.” Understanding nephrotic syndrome through TikTok: patient and caregiver perspectives","year":2024,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Nephrotic syndrome; Nephrology; Internal medicine; Family medicine; Intensive care medicine; Pediatrics","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":[0.004451166,0.0003918458,0.0004299993,0.0005757932,0.007433778,0.003088667,0.0007182235,0.002303668,0.008088545],"category_scores_gemma":[0.01383067,0.0002433403,0.0003991433,0.0004728966,0.003244557,0.004632345,0.003299252,0.007142279,0.0009293832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638101,"about_ca_system_score_gemma":0.004199318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009888101,"about_ca_topic_score_gemma":0.01542801,"domain_scores_codex":[0.996708,0.001999353,0.0001404825,0.0001377348,0.0004510242,0.0005634094],"domain_scores_gemma":[0.9932172,0.001938139,0.0007970253,0.0001916761,0.001429871,0.002425995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001505952,0.0002412518,0.07008085,0.0004927465,0.0001049953,0.007390109,0.604567,0.0001125181,0.001684904,0.01426755,0.2393302,0.06157725],"study_design_scores_gemma":[0.0000188196,0.00009032277,0.01404119,0.0006638999,0.00005956793,0.00719631,0.7576809,0.0001370842,0.0003251342,0.002795514,0.2169044,0.00008678307],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.398197,0.007958769,0.001976553,0.5048745,0.005405061,0.00007430173,0.0004289417,0.00009683724,0.08098814],"genre_scores_gemma":[0.8941624,0.007220958,0.001294979,0.08334402,0.0006732207,0.00007924725,0.0001570781,0.00005209284,0.01301594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009888101,"threshold_uncertainty_score":0.0270589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155597066387965,"score_gpt":0.3688000448483585,"score_spread":0.253240338209562,"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."}}