{"id":"W6980999099","doi":"","title":"Detecting genetic variants in radiation-induced lung disease","year":2013,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McGill University Health Centre; McGill University","keywords":"Fibrosis; Immune system; Lung; TLR4; Pulmonary fibrosis; Inflammation; Cell adhesion molecule; Gene; TLR2; Innate immune system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005120587,0.0003240105,0.0003325954,0.001115893,0.0002676849,0.0003413603,0.0002791872,0.000700997,0.001732719],"category_scores_gemma":[0.001040046,0.0001815126,0.0004335148,0.0008782164,0.0002202115,0.0001222049,0.0002871405,0.0003902644,0.000233261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148903,"about_ca_system_score_gemma":0.0001210772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001040253,"about_ca_topic_score_gemma":0.001315534,"domain_scores_codex":[0.9994209,0.0001217926,0.00005233432,0.0002327697,0.00009695303,0.00007526913],"domain_scores_gemma":[0.9993808,0.0002412037,0.000192743,0.00004193687,0.00004255983,0.0001007047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001583309,0.0001925142,0.8147539,0.00009027469,0.0003545981,0.002670848,0.0002060033,0.0005336085,0.1655687,0.0002987086,0.0003503153,0.01339709],"study_design_scores_gemma":[0.00003171496,0.0004015723,0.9868435,0.00002044988,0.000183893,0.002987864,0.0000837527,0.0006742031,0.007803823,0.000147513,0.0008085461,0.00001308161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969903,0.0004779635,0.001269723,0.00004061091,0.0000102217,0.00002371499,0.0006460623,0.0000293411,0.0005120523],"genre_scores_gemma":[0.9975211,0.0001779946,0.001454078,0.00005104117,0.000009983751,0.00001863756,0.0004602151,0.00001304,0.0002939627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001732719,"threshold_uncertainty_score":0.005796492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330434866720566,"score_gpt":0.2455872165743366,"score_spread":0.202282867907131,"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."}}