{"id":"W7029498614","doi":"","title":"Is Social Media the Answer to the Support Desired by People with Rheumatoid Arthritis? A Qualitative Exploration","year":2018,"lang":"en","type":"article","venue":"University of Brighton Repository (University of Brighton)","topic":"Network Packet Processing and Optimization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Arthritis Society","keywords":"Social media; Qualitative research; Perspective (graphical); Perception; Process (computing)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003679467,0.000166585,0.0002784244,0.0001025746,0.001747822,0.00006659669,0.001133141,0.0001018769,0.00007630054],"category_scores_gemma":[0.000008551349,0.0001423948,0.0001116769,0.0007761813,0.0007716887,0.001146495,0.0002048222,0.0001401409,0.00003091102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007572721,"about_ca_system_score_gemma":0.0002085816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008809216,"about_ca_topic_score_gemma":0.002443372,"domain_scores_codex":[0.9983341,0.0003134351,0.0001586033,0.0004256171,0.0005193957,0.0002488299],"domain_scores_gemma":[0.9982719,0.0001701553,0.0003968969,0.0004442555,0.0006109379,0.0001058081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005745605,0.0002335332,0.000370254,0.00003666708,0.0002404805,0.00004060764,0.8413721,0.0002078719,0.0009198958,0.005168056,0.1437236,0.007112365],"study_design_scores_gemma":[0.01412566,0.004341325,0.02364566,0.00162732,0.000572362,0.0003669953,0.5116674,0.06596778,0.05991023,0.005739811,0.3078882,0.004147246],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3790598,0.00007052917,0.6101722,0.006572959,0.0002620163,0.0003602203,0.00002582416,0.0001213093,0.003355119],"genre_scores_gemma":[0.9890107,0.00007948704,0.008735464,0.00009576315,0.00006193754,1.415759e-7,0.00001978606,0.000009353897,0.001987391],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6099508,"threshold_uncertainty_score":0.9995518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398545586503902,"score_gpt":0.203506894221756,"score_spread":0.1895214383567169,"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."}}