{"id":"W3132503390","doi":"10.36141/svdld.v37i4.8522","title":"Sarcoidosis: a prospective observational cohort from Northern Alberta.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Sarcoidosis; Incidence (geometry); Observational study; Cohort; Subspecialty; Prospective cohort study; Cohort study; Medical record; Environmental health; Pediatrics; Family medicine; Internal medicine","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":[0.0004251622,0.0004015472,0.0004258146,0.000858404,0.002033597,0.001345028,0.0007557347,0.000511081,0.002117043],"category_scores_gemma":[0.0006671834,0.0004810264,0.0003657579,0.001868802,0.0006147458,0.0003308904,0.0008106742,0.0005822926,0.0004798326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00442772,"about_ca_system_score_gemma":0.00488749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7752047,"about_ca_topic_score_gemma":0.7971753,"domain_scores_codex":[0.9994906,0.00004275727,0.00003353645,0.0001176475,0.0001731481,0.0001424031],"domain_scores_gemma":[0.9994135,0.00003907635,0.0001366989,0.00004438585,0.0001317775,0.0002346898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001433812,0.00006696654,0.9971624,0.00001813074,0.00002749169,0.0005058361,0.0003863712,0.00003694141,0.0003190864,0.0000169984,0.0003217332,0.0009946415],"study_design_scores_gemma":[0.00002065551,0.00008576181,0.9981313,0.00001589122,0.00002700373,0.000437789,0.0007707765,0.0000820796,0.00003128183,0.00001383066,0.00037816,0.000005499168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966872,0.0002863717,0.00006860578,0.00006673589,0.000006646687,0.0000728496,0.001588267,0.000008661823,0.001214687],"genre_scores_gemma":[0.9971167,0.0002615752,0.0001376267,0.0001182473,0.000009121212,0.00003803928,0.001591643,0.000003473703,0.0007235612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2247953,"threshold_uncertainty_score":0.4522383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07874043930258785,"score_gpt":0.2714980322037102,"score_spread":0.1927575929011224,"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."}}