{"id":"W2213915079","doi":"10.1164/rccm.201508-1668ed","title":"Preinvasive Endobronchial Lesions: Lung Cancer Precursors and Risk Markers?","year":2015,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Lung cancer; Lung; Pathology; Radiology; Oncology; Internal medicine","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":[0.001534288,0.0004297852,0.001493688,0.0009437276,0.001095748,0.001989214,0.001046131,0.0149061,0.003972704],"category_scores_gemma":[0.01175772,0.0005131642,0.0007081497,0.0005426756,0.0009840159,0.003615297,0.0006109841,0.01236401,0.001635844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009454623,"about_ca_system_score_gemma":0.001408443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612141,"about_ca_topic_score_gemma":0.002554237,"domain_scores_codex":[0.9988054,0.0004306553,0.0001811565,0.0001364062,0.0002636898,0.0001826741],"domain_scores_gemma":[0.9964086,0.002220058,0.0002954567,0.000107811,0.0004577019,0.0005104052],"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":[0.0007878035,0.0006926088,0.3252056,0.0005847031,0.0001904573,0.09860521,0.0009201317,0.0008157891,0.002118277,0.01618051,0.3881868,0.1657121],"study_design_scores_gemma":[0.0009676562,0.00115973,0.139567,0.004725132,0.0006734665,0.3194074,0.007390988,0.009704134,0.001841331,0.1009865,0.4131247,0.000452059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0255722,0.02690355,0.0008160567,0.9262683,0.00935016,0.00002245345,0.0001784775,0.00004807437,0.01084086],"genre_scores_gemma":[0.3139191,0.0364602,0.002463586,0.3923162,0.2447718,0.0001003306,0.0004236755,0.00003476699,0.009510398],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0149061,"threshold_uncertainty_score":0.01329005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036043904399508,"score_gpt":0.322805893427122,"score_spread":0.3024454543831269,"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."}}