{"id":"W4415519633","doi":"10.1016/j.jtho.2025.09.1398","title":"EP.07.17 Patient Characteristics, Surgical Outcomes, and Treatment Decisions in Early-Stage Resected NSCLC in Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; McGill University Health Centre; Vancouver Coastal Health","funders":"","keywords":"MEDLINE; Resection; Carcinoma; Neoplasm staging; Surgical resection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002384571,0.0001293774,0.0001900107,0.0008621291,0.001263848,0.0009547594,0.0005692713,0.0005265955,0.01369445],"category_scores_gemma":[0.002118752,0.0001527922,0.0003229084,0.002121685,0.0004651044,0.0002487779,0.0004390412,0.0006304655,0.001077082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0159184,"about_ca_system_score_gemma":0.02925922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.982485,"about_ca_topic_score_gemma":0.9887136,"domain_scores_codex":[0.9996707,0.00002136173,0.00002051961,0.00003895133,0.0000853816,0.0001630851],"domain_scores_gemma":[0.9987362,0.0001068161,0.0001644641,0.00002225622,0.0004908479,0.0004794742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001976729,0.00005445843,0.9571683,0.00006579894,0.0000419078,0.0002929473,0.0003519601,0.0002146722,0.0001281991,0.0004713064,0.02936409,0.01164864],"study_design_scores_gemma":[0.00004701436,0.00002684086,0.9912655,0.0001705796,0.00003754626,0.0001810814,0.001395578,0.0004092904,0.00006895167,0.0002198073,0.006158262,0.00001959811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151579,0.003280203,0.0001456677,0.010485,0.0002368673,0.0001065009,0.03901715,0.00003301544,0.03153775],"genre_scores_gemma":[0.9814932,0.00172092,0.000140878,0.00104205,0.00005867876,0.00003403621,0.005854947,0.00002180691,0.009633491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.017515,"threshold_uncertainty_score":0.1154966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562815979936408,"score_gpt":0.3778346642713821,"score_spread":0.352206504472018,"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."}}