{"id":"W3171785828","doi":"10.7759/cureus.15610","title":"Thoracic Endometriosis: Still a Diagnostic Dilemma","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Medicine; Endometriosis; Laparotomy; Pleural effusion; Bloody; General surgery; Surgery; Gynecology","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001661605,0.000160986,0.0003420612,0.0001850238,0.00005893506,0.00004730425,0.00008696828,0.00007272878,0.001580267],"category_scores_gemma":[0.03917823,0.0001259216,0.0001786762,0.001112844,0.00004748856,0.00008773552,0.00009646155,0.0002004199,0.0005800267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931919,"about_ca_system_score_gemma":0.0002317231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005733984,"about_ca_topic_score_gemma":0.0000441846,"domain_scores_codex":[0.9984152,0.00008947459,0.0002117328,0.0003378274,0.0005151496,0.0004306304],"domain_scores_gemma":[0.994382,0.004365684,0.00003848341,0.0005134543,0.0002898336,0.0004105427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008891035,0.01485856,0.329762,0.001125825,0.004274152,0.04167963,0.0008545935,0.00001125112,0.01995518,0.004299998,0.03715026,0.5451395],"study_design_scores_gemma":[0.01044629,0.002140084,0.1189093,0.000591061,0.0007507523,0.001451805,0.0003564734,0.00005444584,0.1476629,0.0006431856,0.716454,0.000539733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910594,0.06184553,0.0003079053,0.003030867,0.0003816809,0.000917579,0.00006817132,0.0002065186,0.02264773],"genre_scores_gemma":[0.9885787,0.007488319,0.001329288,0.0003560306,0.0002043333,0.0001555286,0.00007395974,0.00002737249,0.001786476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6793037,"threshold_uncertainty_score":0.9993324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0389656781525755,"score_gpt":0.355487627180791,"score_spread":0.3165219490282155,"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."}}