{"id":"W2139282207","doi":"10.1002/lsm.20088","title":"Increased brain tumor resection using fluorescence image guidance in a preclinical model","year":2004,"lang":"en","type":"article","venue":"Lasers in Surgery and Medicine","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; University of Toronto; University Health Network; St. Michael's Hospital","funders":"National Cancer Institute; DUSA Pharmaceuticals","keywords":"Protoporphyrin IX; Resection; Histopathology; Brain tumor; Medicine; Pathology; Nuclear medicine; Fluorescence; Radiology; Surgery","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":[0.0006203458,0.001124109,0.0005821291,0.0006894663,0.0001886798,0.0003827112,0.0006227763,0.0006797169,0.001336202],"category_scores_gemma":[0.0003919454,0.0003067009,0.0005315667,0.000243285,0.0007155355,0.0005132495,0.0003614865,0.001078857,0.0003400056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005021387,"about_ca_system_score_gemma":0.0004013953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102336,"about_ca_topic_score_gemma":0.001314204,"domain_scores_codex":[0.9993886,0.0001018495,0.00005053518,0.0001701355,0.000169805,0.0001190915],"domain_scores_gemma":[0.9994131,0.0001191684,0.0002413251,0.00009231598,0.00004280696,0.00009127545],"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":[0.0007085273,0.0006384936,0.0002266119,0.00005171527,0.00001648197,0.00007888735,0.00002503056,0.0003424053,0.9958366,0.00007233404,0.00005903321,0.001943922],"study_design_scores_gemma":[0.00009732573,0.01017797,0.001421702,0.000005073392,0.00005124212,0.0004282661,0.00001448935,0.001024432,0.9861227,0.00002602378,0.0006235836,0.000007143039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932808,0.000655073,0.004759701,0.00009024821,0.00002755711,0.0001470947,0.0001583424,0.0001646316,0.0007165101],"genre_scores_gemma":[0.9847949,0.000816691,0.01153752,0.0000471872,0.00002744348,0.0002686069,0.0005064121,0.00004624412,0.001954872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001336202,"threshold_uncertainty_score":0.00447011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04323396842127351,"score_gpt":0.3652918045893132,"score_spread":0.3220578361680396,"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."}}