{"id":"W1506201700","doi":"10.1111/j.1440-1843.2010.01888.x","title":"Phenotyping airway disease with optical coherence tomography","year":2010,"lang":"en","type":"review","venue":"Respirology","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Optical coherence tomography; Airway; Tomography; Radiology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001398562,0.0006032067,0.001247583,0.0004141334,0.00009121,0.00005432757,0.0006911594,0.0006521705,0.0002123305],"category_scores_gemma":[0.00004785067,0.0004808203,0.0004064426,0.0009818353,0.0004799072,0.0000744354,0.00007841049,0.001541958,0.0003623226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003560238,"about_ca_system_score_gemma":0.0001661564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001869757,"about_ca_topic_score_gemma":0.00001955511,"domain_scores_codex":[0.9978852,0.00007318959,0.0005262639,0.000612157,0.0002161293,0.0006870799],"domain_scores_gemma":[0.9978762,0.000400534,0.00009631271,0.001059657,0.0000591566,0.0005081338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001010708,0.00004382184,0.00001660384,0.003192622,0.0001304335,0.00002966955,0.000004970656,0.00005044834,0.000003811864,0.007716145,0.0001086762,0.9886927],"study_design_scores_gemma":[0.0001084305,0.00006658904,0.00004661756,0.0009979792,0.0006479024,0.00002415669,9.723354e-7,0.0001383539,0.000001371053,0.0003696157,0.9970343,0.0005636998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002966318,0.9856771,0.002799605,0.00003545217,0.0001815179,0.001025371,0.0000636352,0.000667741,0.009519945],"genre_scores_gemma":[0.0002683788,0.9948759,0.002919731,0.00004085915,0.0002508903,0.00136399,0.00007846156,0.0001568824,0.00004488522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9969257,"threshold_uncertainty_score":0.9997643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979395266939388,"score_gpt":0.2748507744081893,"score_spread":0.2550568217387954,"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."}}