{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001611475,0.0002465424,0.0002915821,0.0004040115,0.0003436755,0.0005764368,0.0003420361,0.000479704,0.002764869],"category_scores_gemma":[0.01111364,0.0001551435,0.00082544,0.0004730886,0.0003315428,0.0004201002,0.0005684968,0.0008063791,0.0002006082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004947369,"about_ca_system_score_gemma":0.001046719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01373412,"about_ca_topic_score_gemma":0.007457251,"domain_scores_codex":[0.9987094,0.0005348719,0.00008041969,0.0002625979,0.0001840395,0.0002286932],"domain_scores_gemma":[0.9959263,0.001794305,0.001450461,0.0002243402,0.0001854618,0.0004192301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006395575,0.00001990964,0.9927613,0.00001654879,0.0001053233,0.0001289009,0.00006536006,0.0001284608,0.0001415602,0.00006638319,0.0000795188,0.005847245],"study_design_scores_gemma":[0.000008474593,0.000252881,0.9981728,0.00003735259,0.00008371233,0.000421143,0.00008047051,0.0004312005,0.00009433633,0.00004842352,0.0003643869,0.000004865764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934936,0.003002062,0.0004246652,0.0004299661,0.00002561271,0.0000155238,0.0007189537,0.00002131888,0.001868313],"genre_scores_gemma":[0.9989765,0.0003921672,0.0001434093,0.00003215226,0.000007877725,0.000007023942,0.0001697539,0.000003768612,0.0002674054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01373412,"threshold_uncertainty_score":0.0273084,"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."}}