{"id":"W4283167001","doi":"10.1177/23971983221101311","title":"Effect of pregnancy on scleroderma progression","year":2022,"lang":"en","type":"article","venue":"Journal of Scleroderma and Related Disorders","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McMaster University","funders":"","keywords":"Medicine; Pregnancy; Scleroderma (fungus); Obstetrics; Gestation; Multiple sclerosis; Live birth; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061838,0.0002189318,0.0006075954,0.0003583961,0.0002372735,0.00001199895,0.0001376254,0.0001417775,0.0002221711],"category_scores_gemma":[0.0001229285,0.0001427381,0.0003473572,0.000378697,0.0001470157,0.0001027532,0.00007604833,0.0006651282,0.000003634271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005582101,"about_ca_system_score_gemma":0.00009898884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004356598,"about_ca_topic_score_gemma":1.291217e-7,"domain_scores_codex":[0.9975854,0.0003844642,0.0008259208,0.0002162324,0.0007499601,0.0002380674],"domain_scores_gemma":[0.998526,0.0001906182,0.0007489756,0.0002130884,0.00009466231,0.000226611],"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":[0.00946348,0.003389063,0.09044035,0.001702802,0.00222058,0.0003792996,0.002829718,0.002967105,0.04316766,0.0002107689,0.008554899,0.8346743],"study_design_scores_gemma":[0.1306036,0.1070949,0.5953695,0.08604392,0.008564707,0.01074518,0.00760242,0.00490851,0.03930028,0.001353478,0.006022479,0.002391085],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610989,0.03434325,0.000003544924,0.0009869892,0.0006096535,0.0004952645,0.000006599435,0.00002462583,0.00243116],"genre_scores_gemma":[0.9928747,0.006741681,0.00001974405,0.00007636979,0.00003674351,0.00001445941,0.000006850228,0.00003359261,0.0001958637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8322832,"threshold_uncertainty_score":0.5820692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00665409262628273,"score_gpt":0.2602303318668985,"score_spread":0.2535762392406157,"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."}}