{"id":"W4417458282","doi":"10.1002/resp.70191","title":"Robotic One Anaesthetic Marking And Resection ( <scp>ROMAR</scp> ): A Novel Approach for Thoracoscopic Sublobar Resection of Peripheral Pulmonary Lesions","year":2025,"lang":"en","type":"article","venue":"Respirology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Arts Foundation; University of Toronto","funders":"","keywords":"Resection; Bronchoscopy; Thoracoscopy; Lung; Peripheral; Flexible bronchoscopy","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":[0.0008128753,0.0004381776,0.0002731554,0.0005491535,0.0002908089,0.00045567,0.0006540312,0.0002433665,0.0009754006],"category_scores_gemma":[0.001175196,0.0002168802,0.0004973931,0.000201379,0.0005285958,0.0004718553,0.0007485122,0.0004770387,0.0003455482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316988,"about_ca_system_score_gemma":0.0007030442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000318116,"about_ca_topic_score_gemma":0.001251486,"domain_scores_codex":[0.9994742,0.0001366486,0.00006495941,0.0001318697,0.0001305528,0.00006178133],"domain_scores_gemma":[0.9991365,0.0001461282,0.0004149354,0.0001514062,0.00004011022,0.0001108458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003724889,0.003253373,0.1316899,0.001068844,0.0003455594,0.005531569,0.0006117735,0.009314506,0.1994742,0.0008266086,0.002036316,0.6421224],"study_design_scores_gemma":[0.001777397,0.07337022,0.565489,0.000276508,0.0006859432,0.2097226,0.0005495381,0.02600621,0.09386487,0.0008405595,0.02703089,0.0003862956],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647472,0.001114582,0.0299324,0.000183725,0.00004660271,0.0004743211,0.0001104627,0.0003537885,0.003036984],"genre_scores_gemma":[0.9502578,0.0004519866,0.04795738,0.0001873592,0.00008723231,0.0002892604,0.0002135125,0.00003118371,0.0005242832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009754006,"threshold_uncertainty_score":0.004298925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987094077690326,"score_gpt":0.3114630884763856,"score_spread":0.2815921476994823,"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."}}