{"id":"W4410852688","doi":"10.1007/978-3-031-85967-0_17","title":"Lymphangioleiomyomatosis (LAM)","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Lymphangioleiomyomatosis; Medicine; Pathology; Tuberous sclerosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001334833,0.0004265084,0.000277753,0.0008085647,0.0004553187,0.001177288,0.0003984987,0.0006796553,0.07251444],"category_scores_gemma":[0.0002475367,0.0001657422,0.0002031194,0.000614795,0.0003671042,0.0009965617,0.0007031522,0.001135272,0.02468203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005086389,"about_ca_system_score_gemma":0.0003505624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256521,"about_ca_topic_score_gemma":0.005433116,"domain_scores_codex":[0.9999292,0.00001341486,0.000003150143,0.00001033349,0.00003214642,0.00001182666],"domain_scores_gemma":[0.9999398,0.00003003829,0.000004963482,0.000005236187,0.0000116932,0.000008263155],"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":[0.00003189544,0.00005156653,0.0001142685,0.0004289057,0.000005341387,0.0007403536,0.0001901839,0.0002014439,0.002142421,0.05358015,0.5565886,0.3859248],"study_design_scores_gemma":[0.000002647297,0.000009194599,0.0001799514,0.0001122727,0.000002407343,0.001285879,0.00003403833,0.00004157939,0.0002193129,0.00478194,0.9933285,0.000002376493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009502028,0.06436728,0.002554339,0.002453549,0.003527332,0.00004147992,0.0002010753,0.0002188497,0.9256858],"genre_scores_gemma":[0.003576407,0.02080151,0.001572838,0.001564494,0.0007288082,0.00003050505,0.0001268629,0.00006167576,0.9715369],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07251444,"threshold_uncertainty_score":0.242585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04543088432645972,"score_gpt":0.298998555008018,"score_spread":0.2535676706815583,"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."}}