{"id":"W2343196157","doi":"10.1007/s00270-015-1241-x","title":"Indwelling Stent Embedded with Light-Emitting Diodes for Photodynamic Therapy of Malignant Biliary Obstruction","year":2015,"lang":"en","type":"article","venue":"CardioVascular and Interventional Radiology","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"Society of Interventional Radiology Foundation","keywords":"Photodynamic therapy; Stent; Medicine; Imaging phantom; Photosensitizer; Light-emitting diode; Diode; Biomedical engineering; Optoelectronics; Radiology; Materials science; Chemistry; Photochemistry","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":[0.0003249488,0.0002955477,0.0003725681,0.0003536774,0.00027722,0.0003217662,0.0002307603,0.0003912706,0.0006233182],"category_scores_gemma":[0.0004862054,0.0001397717,0.0004575798,0.0002569449,0.0003362705,0.0004371602,0.0001582232,0.0003996395,0.0001484286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735086,"about_ca_system_score_gemma":0.000196556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001228749,"about_ca_topic_score_gemma":0.0001886729,"domain_scores_codex":[0.9998827,0.00003323142,0.00001026364,0.00001784527,0.00002983312,0.00002616636],"domain_scores_gemma":[0.9998461,0.00006541216,0.00003429132,0.00001873802,0.00001527716,0.00002015172],"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":[0.01626077,0.006876475,0.01876017,0.0008584071,0.0002944104,0.004930368,0.0004405989,0.0004827279,0.861001,0.0005834689,0.0003558102,0.08915586],"study_design_scores_gemma":[0.001246748,0.09977911,0.06802256,0.0001459146,0.001232525,0.01325274,0.0004072971,0.00353444,0.7999984,0.0003800709,0.01194015,0.00006006465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995996,0.003037119,0.0004285171,0.00004880108,0.00004135923,0.00001708447,0.000006884178,0.000009135827,0.0004151778],"genre_scores_gemma":[0.9966043,0.002199576,0.0006246354,0.00005555567,0.00005013152,0.00001110022,0.00001950883,0.000004208832,0.0004308462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006233182,"threshold_uncertainty_score":0.002085209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03467079236041211,"score_gpt":0.2979707605265726,"score_spread":0.2632999681661605,"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."}}