{"id":"W3194985511","doi":"10.1016/j.jtcvs.2021.08.028","title":"Commentary: Less is maybe more: Sublobar resection in screen-detected lung cancers","year":2021,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Lung cancer; Cancer; Lung; Randomized controlled trial; Resection; Surgery; 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":[0.003536906,0.0009498106,0.002194592,0.001104019,0.004132684,0.003501849,0.002393675,0.06333195,0.007123817],"category_scores_gemma":[0.03508428,0.0009304344,0.001465894,0.001129821,0.002509065,0.003595302,0.001360611,0.04619108,0.006945702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005644828,"about_ca_system_score_gemma":0.006743099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009708513,"about_ca_topic_score_gemma":0.01537795,"domain_scores_codex":[0.9965473,0.001169128,0.0005283189,0.0004563408,0.0008229131,0.0004760376],"domain_scores_gemma":[0.9850304,0.008531973,0.0009855221,0.0003036477,0.002576286,0.002572231],"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":[0.00007795676,0.00002892841,0.0009288316,0.00008066573,0.00002609815,0.001379775,0.00009464405,0.00007172219,0.0001101429,0.0007447284,0.9918036,0.004652914],"study_design_scores_gemma":[0.0004810485,0.0002225562,0.004334747,0.001649345,0.0002135969,0.005666085,0.001040341,0.001452652,0.0004667126,0.01122658,0.9730138,0.0002326107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003321654,0.0006228347,0.00004096121,0.9731559,0.02448548,0.00001028249,0.00007977815,0.0000154483,0.001257195],"genre_scores_gemma":[0.003767055,0.0006678941,0.0001475198,0.9226558,0.07026811,0.00003331702,0.00004827705,0.00001881881,0.002393355],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06333195,"threshold_uncertainty_score":0.04095626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489219550466061,"score_gpt":0.29608487659127,"score_spread":0.2711926810866094,"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."}}