{"id":"W3014154247","doi":"10.3390/cancers12040890","title":"A Fluorescence-Based Wireless Capsule Endoscopy System for Detecting Colorectal Cancer","year":2020,"lang":"en","type":"article","venue":"Cancers","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Capsule endoscopy; Colorectal cancer; Capsule; Medicine; Endoscopy; Cancer; Abnormality; Radiology; Computer science; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003936919,0.0003924505,0.0003949565,0.0003623319,0.0002329141,0.0002802863,0.0006290352,0.0008152393,0.0009279794],"category_scores_gemma":[0.0005834569,0.0002252168,0.0003135854,0.0003418843,0.0002313427,0.0005742835,0.0003326395,0.0003156664,0.0004848914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003292889,"about_ca_system_score_gemma":0.0004309996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008838202,"about_ca_topic_score_gemma":0.0009241218,"domain_scores_codex":[0.9997291,0.00002974403,0.00001498485,0.0000888845,0.0001085883,0.00002865129],"domain_scores_gemma":[0.9997761,0.00004676605,0.0000544925,0.00002251529,0.00006896089,0.00003120113],"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":[0.000196977,0.00006481403,0.001083274,0.0002283274,0.00001785322,0.0002983582,0.00004418252,0.0005620152,0.9651751,0.0004277511,0.00092975,0.03097158],"study_design_scores_gemma":[0.00007913487,0.00162322,0.008626755,0.0000323808,0.0001068429,0.00311771,0.00003057058,0.02483887,0.9413933,0.00008263713,0.01993794,0.0001306791],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.423291,0.006488151,0.5567613,0.001244345,0.0004820157,0.0008333172,0.0009738962,0.002832295,0.007093721],"genre_scores_gemma":[0.7352793,0.002629659,0.2516003,0.0006749621,0.0001080425,0.0004065785,0.0004834571,0.00006575172,0.008751923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009279794,"threshold_uncertainty_score":0.003104389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120226962871154,"score_gpt":0.2810633607203467,"score_spread":0.2498610910916351,"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."}}