{"id":"W7000318161","doi":"","title":"An exploration of the clinical practice of Rheumatology specialist nurses undertaking consultations with patients starting Methotrexate","year":2021,"lang":"en","type":"dissertation","venue":"Northumbria Research Link (Northumbria University)","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical Practice; Attendance; Phase (matter); MEDLINE; Qualitative research; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002003903,0.0003566056,0.001107725,0.0008810631,0.0006709084,0.00008652198,0.0006788527,0.0004379606,0.0001558106],"category_scores_gemma":[0.005936353,0.0002986536,0.0003483568,0.002044377,0.001125306,0.001068334,0.000124092,0.001664093,0.000008111478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001458372,"about_ca_system_score_gemma":0.003855569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002868271,"about_ca_topic_score_gemma":0.02480255,"domain_scores_codex":[0.9919,0.003511578,0.001178058,0.0007795619,0.001983267,0.0006475156],"domain_scores_gemma":[0.9865035,0.002465161,0.001347272,0.001104948,0.008245001,0.0003340936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02918816,0.006267563,0.7584535,0.002020531,0.005451584,0.0005382574,0.02563792,0.0001200413,0.001596914,0.0605771,0.0005789853,0.1095694],"study_design_scores_gemma":[0.04143797,0.01434178,0.4806354,0.01675953,0.001677432,0.0001502631,0.306126,0.000630422,0.008471428,0.004509998,0.122493,0.002766686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801821,0.0004170381,0.0001153482,0.0004048612,0.0004817465,0.001580561,0.0001443487,0.00004016798,0.0166338],"genre_scores_gemma":[0.9863775,0.006283964,0.001887721,0.00002174275,0.0001041142,0.00001216306,0.001837249,0.00009331718,0.003382177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2804881,"threshold_uncertainty_score":0.9999465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08445924633129849,"score_gpt":0.4081633446252482,"score_spread":0.3237040982939497,"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."}}