{"id":"W4283583769","doi":"10.1136/annrheumdis-2022-eular.1444","title":"OP0037 USE OF PRIMARY HEALTHCARE AND RADIOLOGICAL IMAGING PRECEDING A DIAGNOSIS OF RHEUMATOID ARTHRITIS: A DANISH NATIONWIDE COHORT STUDY","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Medicine; Danish; Rheumatoid arthritis; Radiological weapon; Cohort; Cohort study; Family medicine; Physical therapy; Internal medicine; Pediatrics; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009555731,0.0006961534,0.001035061,0.001198108,0.00118877,0.002038697,0.001332183,0.00158041,0.004789202],"category_scores_gemma":[0.00262611,0.001770515,0.002361763,0.00297589,0.0005612858,0.0009134981,0.001482221,0.001512925,0.0008811174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021189,"about_ca_system_score_gemma":0.00141087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08731031,"about_ca_topic_score_gemma":0.07703749,"domain_scores_codex":[0.998042,0.0002721529,0.0002991045,0.000641503,0.0002516962,0.0004934363],"domain_scores_gemma":[0.9978819,0.0003003418,0.0007828207,0.0003428166,0.0002802204,0.0004118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005328169,0.00007918211,0.9959493,0.00007940611,0.0008532508,0.0005107399,0.0002263042,0.00006849525,0.0004036105,0.00008033974,0.0005494879,0.0006670935],"study_design_scores_gemma":[0.00003116027,0.00004939525,0.9982495,0.00003102156,0.000241824,0.0002926545,0.0004286591,0.00009801745,0.00003352123,0.00002328834,0.000505783,0.00001524026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904778,0.001547451,0.0001546735,0.00009352013,0.0000522759,0.00001786716,0.006487712,0.000007986025,0.001160663],"genre_scores_gemma":[0.9944749,0.000491063,0.0001090856,0.00006812714,0.00001714644,0.00002245202,0.003866524,0.000007440387,0.0009432354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08731031,"threshold_uncertainty_score":0.1736042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07555231113027998,"score_gpt":0.3362328438119952,"score_spread":0.2606805326817152,"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."}}