{"id":"W3181817170","doi":"10.1186/s41927-021-00193-4","title":"Researchers’ perspectives on methodological challenges and outcomes selection in interventional studies targeting medication adherence in rheumatic diseases: an OMERACT-adherence study","year":2021,"lang":"en","type":"article","venue":"BMC Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada; Centre for Advancing Health Outcomes; McGill University Health Centre; University of Ottawa; Research Canada; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Psychological intervention; Medicine; Thematic analysis; Intervention (counseling); Qualitative research; Consistency (knowledge bases); Alternative medicine; MEDLINE; Medical education; Family medicine; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00222522,0.0002205575,0.0008783748,0.0004309397,0.0001144435,0.00003147324,0.0001338687,0.0001135066,0.0002084794],"category_scores_gemma":[0.01316627,0.0001797997,0.00007704656,0.0003183679,0.0003080511,0.0002422495,0.0001327385,0.0005311048,0.00001577877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566208,"about_ca_system_score_gemma":0.0002461786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001906575,"about_ca_topic_score_gemma":0.003269432,"domain_scores_codex":[0.9945139,0.003176012,0.0006611251,0.0007283689,0.0004808652,0.000439752],"domain_scores_gemma":[0.9965183,0.002669628,0.0001401487,0.0002172869,0.000266373,0.0001883098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006689175,0.003100646,0.9427454,0.0003390138,0.0001970373,0.0001084745,0.02667336,0.000006534653,0.0001313358,0.005770114,0.0000227939,0.02023632],"study_design_scores_gemma":[0.003325146,0.002053182,0.8189867,0.0007280441,0.000005064902,0.000111792,0.1708399,0.0003987976,0.00002411537,0.003375284,0.00001112974,0.0001408481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9300892,0.06806928,0.00007842843,0.0009902703,0.00007853045,0.0005826668,0.000002451215,0.00004904383,0.00006011561],"genre_scores_gemma":[0.9341452,0.06368279,0.001753964,0.00001824057,0.000007980953,0.0003212103,0.00001387397,0.00001589853,0.00004082164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1441666,"threshold_uncertainty_score":0.9951463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2806950302287539,"score_gpt":0.4745525385394617,"score_spread":0.1938575083107078,"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."}}