{"id":"W2087267057","doi":"10.1364/boe.6.001464","title":"Differential diagnosis of human bladder mucosa pathologies in vivo with cross-polarization optical coherence tomography","year":2015,"lang":"en","type":"article","venue":"Biomedical Optics Express","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Optical coherence tomography; In vivo; Preclinical imaging; Optics; Diffuse optical imaging; Tomography; Medicine; Pathology; Radiology; Physics; 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":[0.0006970559,0.0003553698,0.0002322216,0.0006832555,0.0002218885,0.0003285201,0.0001615712,0.0005033744,0.0004655009],"category_scores_gemma":[0.0008138224,0.0002853767,0.0001190428,0.0002111939,0.0003690057,0.0003797018,0.0004684377,0.000348126,0.0001319727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181194,"about_ca_system_score_gemma":0.0002139977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002884282,"about_ca_topic_score_gemma":0.0005234313,"domain_scores_codex":[0.999796,0.0000822852,0.00001282514,0.00004198831,0.00004508668,0.00002190088],"domain_scores_gemma":[0.9996237,0.0001913482,0.00004973333,0.00005004697,0.00005329098,0.00003191],"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":[0.0002237913,0.00003637398,0.00394831,0.00007060976,0.00000889254,0.0001889415,0.00007634334,0.0004064919,0.9846869,0.0001048671,0.00004500973,0.01020347],"study_design_scores_gemma":[0.00002316737,0.0004605539,0.03058009,0.00003451464,0.00005983175,0.004704299,0.0001881054,0.0259472,0.9362757,0.0004959789,0.001194588,0.00003597416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8929129,0.002116847,0.1035697,0.0001433373,0.00001640022,0.00006882834,0.0001076247,0.0002088223,0.0008554971],"genre_scores_gemma":[0.9307699,0.001052608,0.0676048,0.00006874319,0.0000100153,0.00004541135,0.00008896853,0.00002085044,0.0003388305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006970559,"threshold_uncertainty_score":0.003686428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991918528379908,"score_gpt":0.2661803821002748,"score_spread":0.2462611968164757,"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."}}