{"id":"W4220966825","doi":"10.1097/01.cdr.0000825400.03139.b2","title":"Imaging Review of Connective Tissue Diseases","year":2022,"lang":"en","type":"article","venue":"Contemporary Diagnostic Radiology","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Connective tissue; Elastin; Immune system; Pathology; Disease; Connective tissue disease; Immunology; Autoimmune disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0003626153,0.0001661906,0.0003871228,0.00008919828,0.0001323588,0.000003864064,0.0004023273,0.00003572596,0.0006029991],"category_scores_gemma":[0.004611471,0.0001793801,0.0001134496,0.0001911176,0.0002595248,0.000005214766,0.000431463,0.0001477047,0.00001030144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003278476,"about_ca_system_score_gemma":0.0003394047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006092815,"about_ca_topic_score_gemma":0.000002915627,"domain_scores_codex":[0.9980389,0.0007153758,0.0003364382,0.0004695583,0.0001788323,0.0002608809],"domain_scores_gemma":[0.9984278,0.000688142,0.0001627705,0.0004748305,0.0001511632,0.00009531187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005432043,0.0007961724,0.2873931,0.002258291,0.0004861135,0.000575099,0.000220621,0.00008162707,0.07587954,0.002168502,0.5939502,0.03564759],"study_design_scores_gemma":[0.002862107,0.00270706,0.04296217,0.0006327159,0.0001041056,0.0005933208,0.001013241,0.00006139098,0.01791736,0.001232896,0.9290332,0.0008804949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1395658,0.8471741,0.0008169518,0.002967711,0.0004656579,0.001521472,0.0005379271,0.00003283421,0.006917533],"genre_scores_gemma":[0.9891039,0.007779768,0.00002131756,0.001514616,0.00009776046,0.0004612872,0.0007168209,0.00002889717,0.0002755917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8495381,"threshold_uncertainty_score":0.731491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442906546264194,"score_gpt":0.297362762094527,"score_spread":0.2829336966318851,"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."}}