{"id":"W4234773881","doi":"10.32920/ryerson.14644803","title":"Feasibility of interstitial ex-vivo mammary autofluorescne microendoscopy","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Medicine; Malignancy; Biopsy; Breast cancer; Autofluorescence; Radiology; Ex vivo; Mammography; Cancer; Pathology; In vivo; Internal medicine; Biology","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":[0.0004627818,0.0002433027,0.0001541757,0.0001431628,0.0001156754,0.0003698794,0.0002842885,0.0003780913,0.0011248],"category_scores_gemma":[0.0003125917,0.0001325064,0.0001780082,0.00006904601,0.0002561085,0.0002643311,0.0002350278,0.0004058592,0.0003018263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650636,"about_ca_system_score_gemma":0.0001618664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003252172,"about_ca_topic_score_gemma":0.000432742,"domain_scores_codex":[0.9998392,0.00003574138,0.00000523535,0.00004224978,0.00005504611,0.00002243227],"domain_scores_gemma":[0.9997789,0.00008939968,0.00003095286,0.0000386619,0.00003194735,0.00003012077],"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":[0.00008204618,0.00003296604,0.0002505831,0.00002923656,0.000002969642,0.00006143616,0.0000185384,0.00009365233,0.9956072,0.0001989286,0.00004851497,0.003573945],"study_design_scores_gemma":[0.00002194889,0.0004494451,0.004305657,0.000008908009,0.00001738247,0.0006187507,0.00004729828,0.003233989,0.9858149,0.0001288902,0.005339709,0.00001306738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8708963,0.005988645,0.1158862,0.0004262561,0.0001776726,0.0001534975,0.0002341832,0.000440191,0.00579711],"genre_scores_gemma":[0.917226,0.001991831,0.07540367,0.0001422819,0.0000639941,0.0001020742,0.0002586292,0.00006562843,0.004745861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0011248,"threshold_uncertainty_score":0.003762841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04144945867515106,"score_gpt":0.3607541263138054,"score_spread":0.3193046676386544,"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."}}