{"id":"W2029217965","doi":"10.1378/chest.14-3095","title":"Lymphangioleiomyomatosis and Tuberous Sclerosis Complex in Quebec","year":2015,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Tuberous sclerosis; Lymphangioleiomyomatosis; Health care; Referral; Population; Pediatrics; Psychiatry; Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007770832,0.0001889721,0.0004189676,0.0003912821,0.0001082176,0.0001776177,0.0001727033,0.0001029548,0.0001503822],"category_scores_gemma":[0.0002625566,0.0001626793,0.00008471267,0.0004189775,0.0002060973,0.0002215942,0.0001329684,0.0003652243,0.00009364705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005479078,"about_ca_system_score_gemma":0.0003891631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003299259,"about_ca_topic_score_gemma":0.001718812,"domain_scores_codex":[0.9980757,0.0001232641,0.0004103671,0.0002509863,0.0005968205,0.0005428365],"domain_scores_gemma":[0.9985112,0.00008311152,0.00008269067,0.0002567219,0.0002275805,0.000838714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005560765,0.0007392861,0.812073,0.000197805,0.0001548101,0.000597613,0.003792774,0.00002603502,0.06103038,0.000230124,0.03068533,0.08991677],"study_design_scores_gemma":[0.005629485,0.0002954229,0.9797068,0.0003674886,0.00003825637,0.00369019,0.0009999615,0.0005707278,0.001562637,0.0002111613,0.006713746,0.0002141556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926499,0.001271695,0.0001156674,0.003928925,0.0001026841,0.000202155,0.000002631228,0.00004323826,0.001683076],"genre_scores_gemma":[0.9951217,0.000152653,0.003333729,0.0005547036,0.0003008745,0.00001120421,0.000005793606,0.00003806998,0.0004812994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1676338,"threshold_uncertainty_score":0.663387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1805079553125505,"score_gpt":0.3257271235987162,"score_spread":0.1452191682861657,"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."}}