{"id":"W2912619325","doi":"10.1016/j.athoracsur.2019.01.008","title":"Evaluation of Novel Imaging Devices for Nanoparticle-Mediated Fluorescence-Guided Lung Tumor Therapy","year":2019,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Toronto General Hospital","funders":"","keywords":"Medicine; Thoracoscope; Photothermal therapy; Fiberscope; Endoscope; Biomedical engineering; Fluorescence-lifetime imaging microscopy; Radiology; Photodynamic therapy; Pathology; Surgery; Fluorescence; Materials science; Nanotechnology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01022356,0.0001630403,0.0005675789,0.0002032043,0.00006672405,0.00001137668,0.0001944917,0.00002951886,0.00009776237],"category_scores_gemma":[0.002161577,0.000105095,0.0002676395,0.0004112194,0.0001820155,0.0001453404,0.00005197873,0.0001008927,0.000006091238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003368912,"about_ca_system_score_gemma":0.0003950047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007420592,"about_ca_topic_score_gemma":0.000005184027,"domain_scores_codex":[0.9973927,0.0002983781,0.0005519594,0.0002280426,0.001144962,0.0003839157],"domain_scores_gemma":[0.9949948,0.002176678,0.0003829504,0.0005152306,0.00186022,0.00007012493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002142515,0.0003838356,0.03364709,0.0003905011,0.0005857468,0.000001401053,0.0005661214,0.00007018972,0.8952953,0.00001303875,0.002511697,0.06439253],"study_design_scores_gemma":[0.001045702,0.0001315853,0.0570995,0.0006791487,0.0001717248,0.00001352937,0.0004961711,0.0795895,0.8600724,0.0002197337,0.0003089125,0.0001720395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896923,0.005025597,0.00002033679,0.003357761,0.0001604191,0.001532612,0.00004065111,0.00003137323,0.0001389041],"genre_scores_gemma":[0.9986266,0.0005108874,0.0001056359,0.0004796323,0.00006107643,0.0001163201,0.00002253945,0.00002790086,0.00004942469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07951931,"threshold_uncertainty_score":0.428565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2138850257991566,"score_gpt":0.4647616180740656,"score_spread":0.250876592274909,"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."}}