{"id":"W2326320862","doi":"10.2310/7290.2015.00022","title":"Emerging Applications for Optically Enabled Intravital Microscopic Imaging in Radiobiology","year":2015,"lang":"en","type":"article","venue":"Molecular Imaging","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"China Scholarship Council","keywords":"Radiobiology; Radiation therapy; Intravital microscopy; Stromal cell; Tumor microenvironment; Molecular imaging; In vivo; Medicine; Pathology; Medical physics; Cancer research; Biology; Tumor cells; Radiology","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":[0.001743809,0.000475075,0.0004556428,0.001030379,0.0003373279,0.001539811,0.0009305076,0.001628943,0.002873572],"category_scores_gemma":[0.0009740323,0.0003305502,0.0004155692,0.0007563597,0.001331954,0.001658177,0.001112982,0.002135604,0.0006621251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009406848,"about_ca_system_score_gemma":0.0005301233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000692066,"about_ca_topic_score_gemma":0.0009144454,"domain_scores_codex":[0.9996284,0.0001201234,0.00001623037,0.00005888157,0.0001318982,0.00004440538],"domain_scores_gemma":[0.998902,0.0006790426,0.00009667921,0.00006595717,0.0001900341,0.00006623831],"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":[0.0001676458,0.000152942,0.001867656,0.00296065,0.0000703904,0.0008376652,0.0005246866,0.002588666,0.4930741,0.1496741,0.01269984,0.3353816],"study_design_scores_gemma":[0.00005307468,0.0007038999,0.004113551,0.001146296,0.0002020106,0.00581296,0.0007422104,0.02053542,0.3431184,0.04812302,0.5752222,0.0002269037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0260034,0.6383735,0.2754544,0.0150027,0.001307715,0.0001570809,0.0002304597,0.001128286,0.04234255],"genre_scores_gemma":[0.2374191,0.3987537,0.341501,0.005647053,0.002048821,0.0003032963,0.0002501356,0.0001818852,0.01389502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002873572,"threshold_uncertainty_score":0.009613037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004424465388138387,"score_gpt":0.2302792492351605,"score_spread":0.2258547838470221,"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."}}