{"id":"W2067553383","doi":"10.1097/01.jto.0000283429.66767.d1","title":"PD5-2-3: Translating research into routine clinical practice: image-guided lung stereotactic radiation therapy for unresectable patients with early stage lung cancer","year":2007,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Lung cancer; Radiation therapy; Stage (stratigraphy); Radiation treatment planning; Radiology; Clinical Practice; Nuclear medicine; Medical physics; Oncology","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":[0.01081798,0.000407234,0.0007427796,0.0003877196,0.000326461,0.002824832,0.001227884,0.001292259,0.002644574],"category_scores_gemma":[0.01950802,0.0001869112,0.0005444813,0.0006287537,0.0008605525,0.001403068,0.0007335152,0.001218493,0.0003877642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002986557,"about_ca_system_score_gemma":0.007479073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006173244,"about_ca_topic_score_gemma":0.007236055,"domain_scores_codex":[0.99732,0.001525537,0.0002288431,0.0002512513,0.0004727315,0.000201625],"domain_scores_gemma":[0.9948605,0.002265367,0.0007041008,0.0002649962,0.001314941,0.0005900114],"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":[0.01189173,0.002083725,0.09456363,0.000772477,0.0002752076,0.0001397539,0.0002710937,0.001494098,0.008137626,0.001273113,0.008374705,0.8707229],"study_design_scores_gemma":[0.01925784,0.0932615,0.6596364,0.002255764,0.003609951,0.00186343,0.003684491,0.02374941,0.05107654,0.00653006,0.1348049,0.0002698513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9053724,0.03122529,0.006391723,0.03277305,0.001361872,0.00168046,0.001374418,0.0003266904,0.01949415],"genre_scores_gemma":[0.9732145,0.006325788,0.01383628,0.003914332,0.0003781678,0.0003741138,0.0009215109,0.00004442246,0.000990796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01081798,"threshold_uncertainty_score":0.05721158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07306407232495013,"score_gpt":0.560690254948064,"score_spread":0.4876261826231139,"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."}}