{"id":"W4224320890","doi":"10.1093/rheumatology/keac133.079","title":"P080 Self-management individualised learning environment in rheumatoid arthritis","year":2022,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Society","funders":"","keywords":"Medicine; Self-management; Competence (human resources); Coping (psychology); Medical education; Nursing; Knowledge management; Psychology; Computer science","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":[0.001637441,0.0002696683,0.0003080921,0.0004106481,0.0003136125,0.001046665,0.0007870023,0.0008254687,0.03374971],"category_scores_gemma":[0.003195861,0.00008689507,0.0005652188,0.0002074245,0.0003235376,0.0007632374,0.002772708,0.001144606,0.006927086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003100117,"about_ca_system_score_gemma":0.001072596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001571249,"about_ca_topic_score_gemma":0.0003201521,"domain_scores_codex":[0.998991,0.0005057569,0.00004384826,0.00006939282,0.0001816069,0.0002084927],"domain_scores_gemma":[0.9981261,0.0005081863,0.0001207279,0.00006691209,0.0001306827,0.001047438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009404739,0.007412618,0.004191036,0.00215333,0.00004760044,0.0005382432,0.001679186,0.001118446,0.002837577,0.002178212,0.06473748,0.9121657],"study_design_scores_gemma":[0.004461418,0.0322556,0.0834577,0.005754932,0.0002959228,0.007316525,0.00445101,0.009629424,0.008727876,0.02623352,0.8171732,0.0002428808],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5965238,0.011895,0.04424959,0.02555404,0.003564079,0.004058317,0.001771049,0.005185985,0.3071982],"genre_scores_gemma":[0.851311,0.006512854,0.06302791,0.004727433,0.001630733,0.002979654,0.001029957,0.0001724494,0.06860799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03374971,"threshold_uncertainty_score":0.112904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000606307448695,"score_gpt":0.2355619807039734,"score_spread":0.2255559176294864,"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."}}