{"id":"W4403760758","doi":"10.1016/s0167-8140(24)03693-4","title":"37 the Management of Stage I Non-Small Cell Lung Cancer (NSCLC) in Ontario: A Population-Based Study of Practice Patterns of Care and Stereotactic Ablative Body Radiotherapy Utilization from 2010-2019","year":2024,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ablative case; Medicine; Lung cancer; Stage (stratigraphy); Radiation therapy; Population; Oncology; Radiology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003471619,0.0002315645,0.000300022,0.001042629,0.001583988,0.001053779,0.0009640809,0.00051701,0.00230225],"category_scores_gemma":[0.002039569,0.0004925862,0.0008503146,0.003877282,0.0005477632,0.0006439626,0.001036915,0.0005639395,0.000304971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01377498,"about_ca_system_score_gemma":0.01515148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9471258,"about_ca_topic_score_gemma":0.9753955,"domain_scores_codex":[0.9990415,0.00007621827,0.0001104792,0.0001314453,0.0003109861,0.0003293664],"domain_scores_gemma":[0.9977385,0.0001048742,0.001095595,0.00006349981,0.0004805845,0.0005170073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001998213,0.00002129348,0.9981753,0.00001835374,0.00002670288,0.00003807658,0.0004889076,0.00002133413,0.00006004855,0.00001780975,0.0003218779,0.0007902931],"study_design_scores_gemma":[0.000002462956,0.00001417091,0.9990088,0.00000994177,0.000008492178,0.00002191774,0.0006266236,0.00004294315,0.000009391438,0.000004939142,0.0002473912,0.00000288714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993612,0.0004094881,0.00005290951,0.0003423168,0.000009402264,0.00004278201,0.00385489,0.000007801898,0.0016684],"genre_scores_gemma":[0.9977598,0.0002209366,0.00006651128,0.000111571,0.000005649745,0.00002181165,0.001108793,0.000003243998,0.0007017097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05287421,"threshold_uncertainty_score":0.1063712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986111647553346,"score_gpt":0.3371413256498129,"score_spread":0.3172802091742794,"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."}}