{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006854871,0.001246042,0.000361779,0.0008125136,0.0007536814,0.0004070883,0.0006674541,0.001197581,0.00376759],"category_scores_gemma":[0.001441764,0.0006117384,0.0004629836,0.0003487168,0.0009118079,0.0005273127,0.0005634782,0.0008755712,0.001009812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006682532,"about_ca_system_score_gemma":0.002707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000549973,"about_ca_topic_score_gemma":0.001359052,"domain_scores_codex":[0.9984751,0.0007374909,0.00009256056,0.0002500909,0.000305887,0.0001388286],"domain_scores_gemma":[0.9988362,0.0002468929,0.00015473,0.0002629523,0.0003425566,0.0001566775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00297651,0.002211732,0.001861373,0.0002617929,0.00002690484,0.0002111321,0.0001436086,0.0008914322,0.9775895,0.0007569806,0.0004455677,0.01262341],"study_design_scores_gemma":[0.005264003,0.0589936,0.0285795,0.000151271,0.0003122812,0.006808856,0.0002371921,0.01439638,0.8503866,0.0008818186,0.03382502,0.0001635208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.521119,0.002656247,0.4319655,0.0003730785,0.0001125384,0.03492351,0.0005782485,0.000570713,0.007701135],"genre_scores_gemma":[0.3599309,0.0009991988,0.592324,0.0003977333,0.00005317822,0.04205624,0.001003352,0.0001375718,0.003097746],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.006854871,"threshold_uncertainty_score":0.0362525,"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."}}