{"id":"W4240218095","doi":"10.1097/cpm.0b013e31818cbafb","title":"Lymphangioleiomyomatosis","year":2008,"lang":"en","type":"article","venue":"Clinical Pulmonary Medicine","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Lymphangioleiomyomatosis; Tuberous sclerosis; Medicine; TSC1; TSC2; Pathogenesis; Progressive disease; Disease; Pathology; Sirolimus; Bioinformatics; Cancer research; Internal medicine; PI3K/AKT/mTOR pathway; Biology; Signal transduction; Genetics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00108282,0.0002461737,0.0009194443,0.0002220341,0.0001977242,0.000003111121,0.0002820751,0.0002155298,0.002128309],"category_scores_gemma":[0.00116573,0.0001778461,0.0002944938,0.000613182,0.001728632,0.00008051445,0.0001576106,0.0004646214,0.001116629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007783381,"about_ca_system_score_gemma":0.0002011183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006757631,"about_ca_topic_score_gemma":0.000001345,"domain_scores_codex":[0.9966637,0.0002056163,0.001068494,0.0006116913,0.0008820028,0.0005685107],"domain_scores_gemma":[0.997045,0.0008289058,0.0001181663,0.0008994884,0.0002380907,0.0008703386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008527673,0.001453232,0.7985471,0.0001087674,0.0001752469,0.003999495,0.0001215211,8.182193e-7,0.005102838,0.0005096143,0.1338335,0.05529513],"study_design_scores_gemma":[0.003017691,0.001428262,0.909368,0.0003057805,0.00009379769,0.003914848,0.00005773327,0.0005599197,0.0001068656,0.0002035901,0.08074799,0.0001955602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905802,0.001971226,0.0003754323,0.02121449,0.000655267,0.0006010058,0.000003851849,0.000331896,0.0690449],"genre_scores_gemma":[0.9828957,0.001455203,0.001002195,0.005740182,0.002264504,0.00003446103,0.00005065572,0.00005493949,0.006502188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1108209,"threshold_uncertainty_score":0.9996611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2973136616515728,"score_gpt":0.4409752597192725,"score_spread":0.1436615980676997,"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."}}