{"id":"W2992915944","doi":"10.2147/ppa.s220714","title":"&lt;p&gt;Treatment Mode Preferences in Rheumatoid Arthritis: Moving Toward Shared Decision-Making&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada)","funders":"Pfizer","keywords":"Medicine; Rheumatoid arthritis; Preference; Internal medicine; Descriptive statistics; Family medicine; Demography; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001264806,0.000451191,0.000753044,0.0001853887,0.0001764261,0.0002094412,0.000281762,0.000151301,0.0007218748],"category_scores_gemma":[0.0005395497,0.0003680578,0.0001147725,0.0004017531,0.0001894809,0.0005433615,0.0002295611,0.0003034992,0.0001508293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009020078,"about_ca_system_score_gemma":0.0003102859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009864358,"about_ca_topic_score_gemma":0.000428387,"domain_scores_codex":[0.9967533,0.0001267265,0.000750147,0.0008984451,0.0007383826,0.0007330261],"domain_scores_gemma":[0.9984193,0.0002967882,0.000180837,0.0003802661,0.0001775115,0.0005452423],"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":[0.001194548,0.0004719736,0.04127085,0.0001229635,0.00008145774,0.000152055,0.01165802,0.00005511531,0.008355082,0.0009735011,0.0003885708,0.9352759],"study_design_scores_gemma":[0.06306498,0.07536872,0.4507835,0.1011118,0.0000988065,0.000906093,0.01361171,0.0857254,0.03555834,0.07788417,0.0864475,0.009439013],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701696,0.02539452,0.0005990839,0.0003371453,0.00009326823,0.001024638,0.00009223334,0.0001376015,0.002151927],"genre_scores_gemma":[0.9087785,0.08793446,0.002658433,0.0002121292,0.00003449426,0.0002901804,0.00003927093,0.00003007965,0.00002241671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9258369,"threshold_uncertainty_score":0.9998772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04750199604466548,"score_gpt":0.2900159225675076,"score_spread":0.2425139265228421,"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."}}