{"id":"W7117718348","doi":"10.3390/curroncol33010020","title":"A Canadian Perspective on Perioperative Systemic Therapy in Resectable Non-Small Cell Lung Cancer","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; London Health Sciences Centre; Western University","funders":"","keywords":"Perioperative; Systemic therapy; Lung cancer; Multidisciplinary approach; Clinical trial; Disease; Adjuvant therapy; Targeted therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004500321,0.0006446141,0.000658759,0.001742096,0.003276363,0.003795521,0.001364446,0.004124611,0.01312761],"category_scores_gemma":[0.007815201,0.0002465098,0.0008200387,0.002584737,0.002920796,0.002481499,0.001907773,0.007285497,0.001456781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0440327,"about_ca_system_score_gemma":0.1454507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8354619,"about_ca_topic_score_gemma":0.9292918,"domain_scores_codex":[0.9973589,0.0005045417,0.0001673597,0.0002174994,0.001165687,0.0005860821],"domain_scores_gemma":[0.9883301,0.001289754,0.0004389979,0.0001303609,0.006709053,0.003101764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001372068,0.00005948966,0.001695157,0.001845211,0.00005438584,0.0007899283,0.0005677564,0.0007123441,0.0008840705,0.03430866,0.7523298,0.2066159],"study_design_scores_gemma":[0.00003327289,0.00004853701,0.001595665,0.001498697,0.00004197584,0.0004313747,0.0005006997,0.0001170284,0.0001238888,0.00306588,0.9925026,0.0000402874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00103508,0.2720534,0.0009700531,0.6817953,0.01274504,0.0000366186,0.0003666116,0.00006758781,0.03093032],"genre_scores_gemma":[0.03645847,0.7214277,0.005991614,0.2025387,0.01375897,0.00005474405,0.0004840182,0.00008461768,0.0192012],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1645381,"threshold_uncertainty_score":0.3310142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04200698744654224,"score_gpt":0.4094443940868417,"score_spread":0.3674374066402994,"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."}}