{"id":"W4406738186","doi":"10.1016/s1052-3359(25)00578-2","title":"Surgery for Thymoma","year":2001,"lang":"en","type":"article","venue":"Chest Surgery Clinics of North America","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Thymoma; Surgery; General surgery","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":[0.0006003057,0.0002507942,0.001260567,0.0002492713,0.00007531483,0.00001074325,0.0001136378,0.0001065062,0.0001812195],"category_scores_gemma":[0.001731634,0.0002231269,0.0009580046,0.0005834343,0.0002294936,0.00008096969,0.00003786736,0.0001746401,0.00006668953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002283498,"about_ca_system_score_gemma":0.0003897604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000359747,"about_ca_topic_score_gemma":0.00001320217,"domain_scores_codex":[0.9976656,0.00004557229,0.001088886,0.0004000297,0.0003083679,0.0004915657],"domain_scores_gemma":[0.9939739,0.004247574,0.0005327606,0.000639121,0.0003024594,0.000304234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004940958,0.0003446185,0.724813,0.0001524128,0.00009391468,0.00007245586,0.00003141881,0.000002443885,0.00001139381,0.000009371554,0.01358943,0.2603855],"study_design_scores_gemma":[0.0003288475,0.0001637593,0.5458022,0.0001002882,0.0001072485,0.0000670794,0.00003141734,0.0001063172,0.00007176115,0.00008381843,0.4529166,0.0002206962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954489,0.0005526207,0.0008180998,0.001339814,0.0005874472,0.000366036,0.00005947318,0.0000879404,0.0007395933],"genre_scores_gemma":[0.9935536,0.002009182,0.001233092,0.001550411,0.0004723172,0.00005699236,0.0003305456,0.00006681794,0.0007270254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4393272,"threshold_uncertainty_score":0.909885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0533118525742762,"score_gpt":0.308465338610581,"score_spread":0.2551534860363048,"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."}}