{"id":"W2001447490","doi":"10.3899/jrheum.090207","title":"Systemic Sclerosis: Environmental Factors","year":2009,"lang":"en","type":"review","venue":"The Journal of Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Confounding; Environmental health; Epidemiology; Disease; Environmental epidemiology; Occupational exposure; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005618332,0.0003908815,0.003139927,0.0002662009,0.00008985464,0.00001220235,0.0004165631,0.0005031782,0.0001115155],"category_scores_gemma":[0.0001000957,0.0001769084,0.001077296,0.0001383179,0.0001484632,0.00004187313,0.00004388609,0.0007926532,0.00009392798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002181887,"about_ca_system_score_gemma":0.000327415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009986354,"about_ca_topic_score_gemma":2.258306e-7,"domain_scores_codex":[0.9969401,0.0005728792,0.001682208,0.0001458454,0.0003780797,0.0002808255],"domain_scores_gemma":[0.9967719,0.0004564452,0.002107083,0.0004154636,0.00003426976,0.0002148784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001443042,0.000408003,0.003693064,0.01360118,0.00366344,0.00006276771,0.0005751245,0.000002664191,0.00003623487,0.00003961376,0.01012248,0.9676511],"study_design_scores_gemma":[0.001632991,0.0007760819,0.0005834716,0.4680447,0.01678408,0.2261726,0.001418215,0.000001761314,0.000003492794,0.00001510132,0.2841229,0.0004445328],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01978484,0.9789125,0.000006030436,0.00004273532,0.0007361948,0.0004238418,0.00001431598,0.0000158887,0.00006369148],"genre_scores_gemma":[0.04574492,0.9540184,0.000007549156,0.00003279473,0.00004114483,0.000002957875,0.00001744969,0.00004250703,0.00009224004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9672066,"threshold_uncertainty_score":0.7214115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05053664974181965,"score_gpt":0.2862726038214873,"score_spread":0.2357359540796677,"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."}}