{"id":"W134002848","doi":"10.1007/978-3-540-40899-4_34","title":"Local Integration of Commercially Available Intra-operative MR-scanner and Neurosurgical Guidance for Metalloporphyrin-Guided Tumor Resection and Photodynamic Therapy","year":2000,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Photodynamic therapy; Medicine; Glioma; Gadolinium; Resection; Singlet oxygen; Radiology; Biomedical engineering; Surgery; Materials science; Chemistry; Cancer research","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":[0.0003494161,0.0004232809,0.0003134912,0.0003815297,0.0001359135,0.0003882184,0.0006892896,0.0004772286,0.003134156],"category_scores_gemma":[0.0003588312,0.0004071677,0.0002818986,0.0003391178,0.0002346771,0.0007037313,0.0005617499,0.0004148827,0.001219656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000208806,"about_ca_system_score_gemma":0.0002382767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000222989,"about_ca_topic_score_gemma":0.0009201601,"domain_scores_codex":[0.9998741,0.00001223043,0.000008073125,0.00002926463,0.00006216628,0.00001406534],"domain_scores_gemma":[0.9998542,0.00005804934,0.0000234176,0.000028555,0.00002521867,0.00001050539],"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":[0.0001373979,0.00005239623,0.0002271838,0.0002341579,0.00001243777,0.0002599131,0.00005223109,0.000672837,0.9100938,0.0009963374,0.001048862,0.08621248],"study_design_scores_gemma":[0.00002460902,0.0007134076,0.003454196,0.00008251856,0.0001067059,0.006586396,0.0000487365,0.005794542,0.9352489,0.0007070074,0.0471935,0.00003951679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.273274,0.03675069,0.6326894,0.0009340857,0.0006185357,0.0002813968,0.0003862533,0.003835638,0.05122999],"genre_scores_gemma":[0.5981863,0.009953823,0.3369712,0.0004612694,0.0001485816,0.000223627,0.0004527327,0.0009994349,0.052603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003134156,"threshold_uncertainty_score":0.01048481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01648838953899754,"score_gpt":0.2434705461925359,"score_spread":0.2269821566535384,"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."}}