{"id":"W4247642729","doi":"10.31525/ct1-nct04259580","title":"Calgary Registry for Advanced and Therapeutic Endoscopy","year":2020,"lang":"en","type":"article","venue":"Case Medical Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Therapeutic endoscopy; Medicine; Endoscopy; Medical physics; General surgery; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006855782,0.00006818488,0.0001658277,0.00005043796,0.0001381761,0.00001487206,0.00005491164,0.0001159542,0.0001850772],"category_scores_gemma":[0.004047437,0.00005428409,0.00004200508,0.0002435377,0.0002272635,0.00001845276,0.00005873331,0.0005749481,0.000009606142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004639916,"about_ca_system_score_gemma":0.0003078988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009549011,"about_ca_topic_score_gemma":0.00002526189,"domain_scores_codex":[0.9985892,0.00008055822,0.0001261663,0.000277488,0.0006414889,0.0002851694],"domain_scores_gemma":[0.9982892,0.0006853335,0.00001420138,0.0001369327,0.0001436567,0.0007306946],"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":[0.008625016,0.00003629517,0.0002197885,0.0003540621,0.0000310283,0.004052364,0.0002648028,2.229951e-7,0.003947492,0.0002989529,0.001994146,0.9801759],"study_design_scores_gemma":[0.0214448,0.03659948,0.001534451,0.0007992077,0.000140869,0.01938011,0.002932268,0.085392,0.04933716,0.001765597,0.7801456,0.0005283959],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708037,0.003867094,0.006047996,0.01590334,0.0000881998,0.0006642208,0.000004700262,0.00008207468,0.002538643],"genre_scores_gemma":[0.996968,0.0001536063,0.00064247,0.001428473,0.0003781506,0.0001247834,0.000004964094,0.00001524996,0.0002842962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9796475,"threshold_uncertainty_score":0.4845453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276807388288003,"score_gpt":0.4427526583329066,"score_spread":0.3150719195041063,"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."}}