{"id":"W4319288691","doi":"10.3390/diagnostics13040579","title":"Quality Measures in Systemic Sclerosis","year":2023,"lang":"en","type":"review","venue":"Diagnostics","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Quality (philosophy); Medicine; Quality management; Intensive care medicine; Health care; Disease; Quality of life (healthcare); Risk analysis (engineering); Operations management; Pathology; Nursing; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008352405,0.0004730181,0.002967683,0.000448411,0.00004747698,0.00003956519,0.0002290057,0.0007670874,0.00002869719],"category_scores_gemma":[0.00513631,0.0003470103,0.0007581227,0.0009488217,0.0000632606,0.00002484059,0.00009056713,0.0005564384,0.0012522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003609796,"about_ca_system_score_gemma":0.0005647455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001455495,"about_ca_topic_score_gemma":0.00001700674,"domain_scores_codex":[0.9964372,0.0004020926,0.001587193,0.0005520132,0.0005992376,0.0004222574],"domain_scores_gemma":[0.9959102,0.002519237,0.0004561106,0.0007261738,0.0001223542,0.000265964],"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":[0.000009199469,0.0002536782,0.00167088,0.08800884,0.000519234,0.0002280003,0.00008098559,0.000002401598,0.000001561371,0.0001546594,0.01151376,0.8975568],"study_design_scores_gemma":[0.0007520881,0.00004940285,0.002662472,0.7240732,0.002641518,0.0001070426,0.0001582912,0.000002487317,9.001145e-7,0.00001470117,0.269018,0.0005198966],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001613171,0.9962641,0.000004036236,0.00002124066,0.000930602,0.001670299,0.0002257836,0.0002319971,0.0004906257],"genre_scores_gemma":[0.0003986368,0.997886,0.00001226683,0.00006115231,0.0004242343,0.0004378189,0.0002947533,0.0001378591,0.0003472569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8970369,"threshold_uncertainty_score":0.9998982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3266191030870781,"score_gpt":0.4179235145575047,"score_spread":0.09130441147042656,"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."}}