{"id":"W4205473666","doi":"10.1016/s2665-9913(21)00416-1","title":"Systemic sclerosis and COVID-19 vaccines: a SPIN Cohort study","year":2022,"lang":"en","type":"article","venue":"The Lancet Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Cohort study; Cohort; Multiple sclerosis; Connective tissue disease; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002268664,0.001241034,0.001477109,0.0007970299,0.001854353,0.002589421,0.001002316,0.001567169,0.003755672],"category_scores_gemma":[0.003119132,0.001713281,0.00273989,0.002395567,0.0006150098,0.001381586,0.001754402,0.00269568,0.001220869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006177733,"about_ca_system_score_gemma":0.001217643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01473393,"about_ca_topic_score_gemma":0.01996366,"domain_scores_codex":[0.9979265,0.0004769743,0.0002029334,0.0006505348,0.0002076006,0.0005354742],"domain_scores_gemma":[0.9963304,0.000395082,0.001063562,0.001099201,0.0004991652,0.0006124895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004467763,0.0002401643,0.9837647,0.0001086048,0.004490143,0.0006535746,0.0004555313,0.00007188491,0.0009747734,0.0002889711,0.002300345,0.00218359],"study_design_scores_gemma":[0.0008326882,0.0008281751,0.9892224,0.00009083536,0.003495379,0.0009965383,0.001527582,0.0002244157,0.0001476048,0.0002720996,0.002297106,0.00006516497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922243,0.0009437916,0.0003270534,0.0002736203,0.00008769928,0.00005400631,0.005109452,0.00001578898,0.0009642998],"genre_scores_gemma":[0.9912317,0.0006525858,0.0004614306,0.0003205706,0.0001047375,0.0001212741,0.005131671,0.00003820299,0.001937944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01473393,"threshold_uncertainty_score":0.02929634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04607995496519998,"score_gpt":0.3048780745207641,"score_spread":0.2587981195555641,"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."}}