{"id":"W2944942906","doi":"10.1007/s12325-019-00964-z","title":"Risk of Developing Additional Immune-Mediated Manifestations: A Retrospective Matched Cohort Study","year":2019,"lang":"en","type":"article","venue":"Advances in Therapy","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Merck Sharp and Dohme; Celgene; Pfizer; Bristol-Myers Squibb; Eli Lilly and Company; AbbVie","keywords":"Medicine; Psoriatic arthritis; Hazard ratio; Ankylosing spondylitis; Internal medicine; Cohort; Retrospective cohort study; Psoriasis; Cohort study; Rheumatoid arthritis; Confidence interval; Immunology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001240127,0.0001152668,0.0003452013,0.00008465167,0.00004364212,0.000003127135,0.00004636263,0.00002804644,0.0009957419],"category_scores_gemma":[0.00007289308,0.00009530965,0.00004769995,0.0002481119,0.00004267455,0.0001256714,0.00001501001,0.00009820582,0.00004637018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001240086,"about_ca_system_score_gemma":0.00004343384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007975636,"about_ca_topic_score_gemma":0.0001105897,"domain_scores_codex":[0.9990973,0.00004399288,0.0002743706,0.0002158909,0.0002293481,0.0001390762],"domain_scores_gemma":[0.9993618,0.0001758547,0.0001522472,0.0001742565,0.0001170239,0.00001884103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000319196,0.0004291672,0.9955715,0.000007868537,0.0002852117,0.00003322954,0.0006133297,0.000006286146,0.00007447336,0.0001303432,0.00001620882,0.002513213],"study_design_scores_gemma":[0.005762141,0.0008034436,0.9897142,0.0001024777,0.00002027418,0.00001006134,0.001526559,0.000006919953,0.0001289839,0.001019834,0.0008185869,0.00008651214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915214,0.005218333,0.00001627438,0.00003743025,0.000143526,0.001257175,0.0002278646,0.0000240607,0.001553984],"genre_scores_gemma":[0.9841478,0.01394898,0.001252836,0.00004894534,0.00002071299,0.0002519007,0.0002064988,0.0000140707,0.0001082108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008730649,"threshold_uncertainty_score":0.9999175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007925741234522941,"score_gpt":0.2905770794905939,"score_spread":0.282651338256071,"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."}}