{"id":"W3100221093","doi":"","title":"Preclinical Validation and Clinical Translation of Transrectal Diffuse Optical Tomography for Monitoring Prostate Cancer Photothermal Therapy","year":2020,"lang":"","type":"dissertation","venue":"TSpace","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; California HIV/AIDS Research Program","keywords":"Prostate cancer; Photothermal therapy; Medicine; Medical physics; Radiology; Cancer; Internal medicine; Materials science; Nanotechnology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004905792,0.0007831984,0.0004469704,0.0005763881,0.0002969364,0.001171585,0.0008878486,0.0007471108,0.003573997],"category_scores_gemma":[0.001996663,0.0003835689,0.000367564,0.0003806493,0.0009639335,0.0006478905,0.0005456497,0.001664781,0.0008896001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004872948,"about_ca_system_score_gemma":0.001643084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539948,"about_ca_topic_score_gemma":0.001961006,"domain_scores_codex":[0.99891,0.0005477942,0.00003581218,0.0001093309,0.0002412271,0.0001558815],"domain_scores_gemma":[0.999195,0.0001585214,0.0001415842,0.0001516465,0.0002010295,0.0001520601],"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":[0.004482138,0.00848686,0.002185852,0.0007131374,0.0001300314,0.0002822712,0.0007005987,0.002821682,0.8718665,0.002025109,0.003064993,0.1032408],"study_design_scores_gemma":[0.002378427,0.1673986,0.01471059,0.0002662672,0.0004859563,0.001430009,0.0008106675,0.008546026,0.7574669,0.0008505024,0.04558147,0.00007457845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9097494,0.01103898,0.04955182,0.001720585,0.0006138646,0.004833375,0.001288917,0.0006531714,0.02054983],"genre_scores_gemma":[0.9606447,0.006417521,0.02428023,0.0003874334,0.000101026,0.001519297,0.0009949458,0.0001499225,0.005504817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004905792,"threshold_uncertainty_score":0.02594459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060995952199421,"score_gpt":0.414174338386152,"score_spread":0.3080747431662099,"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."}}