{"id":"W1982865546","doi":"10.3899/jrheum.110390","title":"Patient Perspective: Choosing or Developing Instruments","year":2011,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perspective (graphical); Computerized adaptive testing; Rheumatoid arthritis; Outcome (game theory); Rheumatology; Physical therapy; Intervention (counseling); Measure (data warehouse); Medical physics; Internal medicine; Psychometrics; Clinical psychology; Nursing; Artificial intelligence; Data mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2102714,0.00107977,0.001766329,0.002134453,0.001916357,0.009944138,0.002336508,0.006530965,0.003226217],"category_scores_gemma":[0.2752858,0.000764853,0.001206705,0.001691386,0.006582431,0.01566024,0.005875685,0.0126976,0.001721265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001971821,"about_ca_system_score_gemma":0.006414896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005838249,"about_ca_topic_score_gemma":0.0009271019,"domain_scores_codex":[0.7999105,0.1639988,0.01352385,0.002548974,0.01776879,0.002249066],"domain_scores_gemma":[0.7742759,0.1858083,0.008162606,0.00568224,0.02147358,0.004597291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005522228,0.0003366642,0.02212755,0.003956437,0.0002255156,0.001274658,0.02806609,0.0008284447,0.002418094,0.1239684,0.07923157,0.7370144],"study_design_scores_gemma":[0.0006292149,0.002192553,0.0166636,0.02026217,0.0006664284,0.009466999,0.1108849,0.00628385,0.008402396,0.3282039,0.4954019,0.0009420437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03492459,0.03312176,0.1962996,0.7045721,0.005388193,0.0008394834,0.0003368028,0.0005451101,0.02397228],"genre_scores_gemma":[0.3389185,0.03877448,0.3820478,0.2227434,0.008940869,0.002612672,0.0005254296,0.0006832065,0.004753704],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2102714,"threshold_uncertainty_score":0.9738759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03786644887222974,"score_gpt":0.3004027175940122,"score_spread":0.2625362687217824,"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."}}