{"id":"W4396505076","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a1938","title":"Pleural Effusion Associated With Polyostotic Fibrous Dysplasia Improving With Non-steroidal Anti-inflammatory Drugs","year":2024,"lang":"en","type":"article","venue":"","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Polyostotic fibrous dysplasia; Medicine; Pleural effusion; Fibrous dysplasia; Pathology; Radiology","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":[0.0001444066,0.0003608516,0.0004888985,0.0002019436,0.000158508,0.00008127494,0.00007360832,0.00008649896,0.0001154921],"category_scores_gemma":[0.00007161193,0.0002271111,0.00007544559,0.000423977,0.0001715634,0.0001724308,0.00009910525,0.0003596012,0.0001375691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122418,"about_ca_system_score_gemma":0.0002189676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001348097,"about_ca_topic_score_gemma":0.0001087562,"domain_scores_codex":[0.9980941,0.00003187555,0.0002858165,0.0005064319,0.0005662232,0.0005155288],"domain_scores_gemma":[0.9991249,0.000198209,0.00007555788,0.0003095256,0.0001156053,0.0001762092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004778558,0.0009203954,0.4177847,0.006167643,0.005972964,0.08811698,0.03708628,0.0001173365,0.3678254,0.0004900983,0.0170523,0.05368726],"study_design_scores_gemma":[0.02227344,0.01756972,0.7655143,0.01599053,0.004758791,0.01663209,0.02023521,0.01938633,0.111082,0.00003435826,0.002679371,0.003843935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917024,0.0007712926,0.00009836778,0.000643498,0.000225057,0.0006070703,0.00000768604,0.0008215114,0.005123075],"genre_scores_gemma":[0.9940414,0.00000814614,0.0004691209,0.0001930567,0.0001664201,0.00002900779,0.00002317357,0.0001038458,0.00496581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3477295,"threshold_uncertainty_score":0.9261321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005538594730826929,"score_gpt":0.2230595166973526,"score_spread":0.2175209219665257,"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."}}