{"id":"W2042668337","doi":"10.2147/jmdh.s25269","title":"Role of rheumatology clinical nurse specialists in optimizing management of hand osteoarthritis during daily practice in secondary care: an observational study","year":2011,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; McNemar's test; Physical therapy; Rheumatology; Observational study; Osteoarthritis; Internal medicine; Quality of life (healthcare); Family medicine; Alternative medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009672716,0.0001885812,0.0009256521,0.0003892249,0.00007233592,0.000006045457,0.000158315,0.0001587334,0.00003655692],"category_scores_gemma":[0.00008868011,0.0001811446,0.0001470172,0.0002476948,0.0001005301,0.0004797585,0.00009242626,0.0005432711,0.000001188324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600585,"about_ca_system_score_gemma":0.0003969959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003162373,"about_ca_topic_score_gemma":0.002382884,"domain_scores_codex":[0.9965039,0.0004624442,0.002030579,0.0002841465,0.0004357006,0.0002832476],"domain_scores_gemma":[0.9978151,0.0001425464,0.001057236,0.0002916809,0.0004760541,0.0002173515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007095925,0.004138016,0.8830603,0.000674047,0.00008721952,0.00278023,0.04100055,0.00001227778,0.0006436557,0.0001617063,0.000001471313,0.06034466],"study_design_scores_gemma":[0.01717055,0.01253362,0.8042285,0.001909489,0.00009763195,0.000593959,0.1624939,0.00000633378,0.0007416139,0.000104456,0.000008666276,0.0001112405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935579,0.004357148,0.000001765792,0.0003090029,0.0003844747,0.0009355732,0.00002053164,0.00000571303,0.0004279417],"genre_scores_gemma":[0.9837525,0.0006556411,0.01543806,0.00001485728,0.00006159802,0.0000174305,0.00002015927,0.00002520339,0.00001450948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1214934,"threshold_uncertainty_score":0.7386861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08524412435849527,"score_gpt":0.3962771086843423,"score_spread":0.311032984325847,"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."}}