{"id":"W2519488007","doi":"10.1016/j.clon.2016.08.011","title":"Adaptive Dose Escalation using Serial Four-dimensional Positron Emission Tomography/Computed Tomography Scans during Radiotherapy for Locally Advanced Non-small Cell Lung Cancer","year":2016,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Nuclear medicine; Radiation therapy; Lung cancer; Positron emission tomography; Chemoradiotherapy; Radiology; Fluorodeoxyglucose; Radiation treatment planning; 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":[0.0006177568,0.0003780548,0.0005187441,0.0007295882,0.0002217868,0.0005996316,0.0007168456,0.0004383382,0.0007503362],"category_scores_gemma":[0.002090027,0.0004357205,0.0004428324,0.0005625337,0.0002864581,0.00053363,0.0003760979,0.0005571423,0.0001451053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006170733,"about_ca_system_score_gemma":0.0006783514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004914809,"about_ca_topic_score_gemma":0.005829268,"domain_scores_codex":[0.9996885,0.0001111393,0.00003866578,0.00004366186,0.00007979535,0.00003820711],"domain_scores_gemma":[0.9995924,0.0001575245,0.0001128032,0.00005687352,0.0000523846,0.00002794205],"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":[0.01171126,0.001497025,0.2106614,0.0006769369,0.000616158,0.001635112,0.000960457,0.07557787,0.2333789,0.0006201031,0.003214308,0.4594505],"study_design_scores_gemma":[0.0008927798,0.01057571,0.607139,0.0001327684,0.001414873,0.006487408,0.0007906152,0.2080256,0.1513498,0.001258136,0.01168763,0.0002456922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696956,0.003855985,0.02148515,0.0003981458,0.00008587544,0.0002012483,0.000217838,0.0004443412,0.003615886],"genre_scores_gemma":[0.9875816,0.0007911724,0.01086948,0.00005755646,0.00002758499,0.00006449818,0.0001115374,0.00007272488,0.0004238491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004914809,"threshold_uncertainty_score":0.00977242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0385797555509519,"score_gpt":0.3771638025028448,"score_spread":0.3385840469518929,"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."}}