{"id":"W2914418026","doi":"10.1002/acr.23841","title":"I Would Never Take Preventive Medication! Perspectives and Information Needs of People Who Underwent Predictive Tests for Rheumatoid Arthritis","year":2019,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Society","funders":"","keywords":"Medicine; Psychological intervention; Thematic analysis; Asymptomatic; Qualitative research; Predictive testing; Test (biology); Physical therapy; Information needs; Clinical psychology; Rheumatoid arthritis; Family medicine; Disease; Psychiatry; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001003119,0.0002355571,0.000633802,0.0008586124,0.0003108477,0.0001234085,0.0002097889,0.0002608765,0.0003854454],"category_scores_gemma":[0.0008425845,0.0002306127,0.0001616768,0.0007349955,0.0006082447,0.001627457,0.000194813,0.0007396189,0.00006718699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912244,"about_ca_system_score_gemma":0.0005542799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003203727,"about_ca_topic_score_gemma":0.0002262749,"domain_scores_codex":[0.9967135,0.0002311453,0.0005809671,0.0003194089,0.00141203,0.0007429162],"domain_scores_gemma":[0.9963397,0.0005894292,0.0001459579,0.0005059029,0.002045478,0.0003735622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001938515,0.0004954405,0.1127463,0.001134086,0.0005723866,0.00001028504,0.2963825,0.00001251194,0.002340378,0.04103767,0.005485911,0.537844],"study_design_scores_gemma":[0.02101641,0.007203533,0.2529329,0.006205158,0.000009022348,0.0002422354,0.6379598,0.0005129366,0.004595681,0.00325243,0.06547718,0.0005926729],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9156991,0.07418744,0.0005158624,0.00167149,0.0001150734,0.003720283,0.0003195999,0.00007194845,0.00369922],"genre_scores_gemma":[0.8463098,0.1524211,0.0002376774,0.00005587205,0.00005240889,0.0004826528,0.0001907801,0.00003351739,0.0002162056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5372513,"threshold_uncertainty_score":0.9404114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434159846157355,"score_gpt":0.3112720624990363,"score_spread":0.2969304640374627,"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."}}