{"id":"W2803831683","doi":"10.2196/resprot.9813","title":"Confocal Laser Endomicroscopy and Optical Coherence Tomography for the Diagnosis of Prostate Cancer: A Needle-Based, In Vivo Feasibility Study Protocol (IDEAL Phase 2A)","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optical coherence tomography; Endomicroscopy; Medicine; Confocal; Radiology; Medical physics; Optics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001945376,0.0002717702,0.0003932405,0.0003131438,0.000237562,0.0001699479,0.0006056611,0.0001265046,0.000168563],"category_scores_gemma":[0.0002038288,0.0002044704,0.0001036459,0.001480199,0.001549265,0.0001720161,0.0001456175,0.0005997638,0.000004638553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019866,"about_ca_system_score_gemma":0.0002333465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001488954,"about_ca_topic_score_gemma":0.0005373791,"domain_scores_codex":[0.9971363,0.0002479753,0.0006294071,0.0005636386,0.0006213634,0.0008013103],"domain_scores_gemma":[0.9968455,0.001483387,0.00007129618,0.0007674752,0.0005896906,0.0002425892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01859304,0.01653364,0.8827452,0.005010043,0.0002361028,0.00001166715,0.002487829,0.0004627545,0.03212903,0.001212991,0.006479723,0.034098],"study_design_scores_gemma":[0.08317266,0.03230642,0.06261757,0.003427959,0.00004961283,0.000002974639,0.001753793,0.03332154,0.7260846,0.002613511,0.05317443,0.001474895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.09706132,0.000003966546,0.0002880841,0.0001486784,0.000005217828,0.9019939,0.0001863362,0.00009337962,0.0002191441],"genre_scores_gemma":[0.2660207,4.778394e-7,0.0009567713,0.000009663169,0.00003945948,0.732932,0.000001206543,0.0000315429,0.000008158301],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8201276,"threshold_uncertainty_score":0.8338059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1435557371651761,"score_gpt":0.5144493721879241,"score_spread":0.370893635022748,"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."}}