{"id":"W4396616987","doi":"10.3390/curroncol31050187","title":"Sublobar Resection of Non-Small-Cell Lung Cancer: Wedge Resection vs. Segmentectomy","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Wedge resection; Lung cancer; Resection; Surgery; Gold standard (test); Pneumonectomy; Radiology; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001510366,0.0002275034,0.0006320502,0.0003483749,0.0001513561,0.0007592805,0.0002556106,0.0004285035,0.002542682],"category_scores_gemma":[0.001937932,0.00009182377,0.0005165947,0.0002365488,0.0004892045,0.0009058957,0.0004638731,0.0009682342,0.0005404694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003466685,"about_ca_system_score_gemma":0.0003922236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002462432,"about_ca_topic_score_gemma":0.001245144,"domain_scores_codex":[0.9995896,0.0001523797,0.00006305149,0.00006246853,0.00008958716,0.00004284568],"domain_scores_gemma":[0.9988598,0.0005817119,0.0001808716,0.00005360918,0.00008919645,0.0002349178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01052062,0.0003568353,0.05155599,0.003409832,0.0006262388,0.001748792,0.0002291831,0.001117073,0.01224526,0.00577077,0.008309402,0.90411],"study_design_scores_gemma":[0.002951287,0.04065799,0.5131845,0.01338143,0.004687752,0.07312037,0.003581416,0.01003556,0.02184192,0.04385449,0.2722692,0.0004341139],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3141177,0.620032,0.01208506,0.01423469,0.003336919,0.0001626896,0.0003279462,0.00009187742,0.03561128],"genre_scores_gemma":[0.8886453,0.09282707,0.005807745,0.004879187,0.004172741,0.00007005314,0.0005488392,0.00005546101,0.0029935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002542682,"threshold_uncertainty_score":0.008506119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04795188867657231,"score_gpt":0.4031000520653535,"score_spread":0.3551481633887812,"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."}}