{"id":"W4402315967","doi":"10.1016/j.gie.2023.12.031","title":"Summary: Guidewires in GI endoscopy","year":2024,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Cook Medical; Merit Medical Systems; ConMed; Boston Scientific Corporation","keywords":"Medicine; Endoscopy; General surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003169764,0.000218647,0.0002890372,0.0003622985,0.00004571218,0.00006935195,0.00008890157,0.00004300005,0.0002522854],"category_scores_gemma":[0.0004573573,0.0001995765,0.0001271054,0.000598689,0.00007848207,0.0001310969,0.0000501803,0.0004523679,0.0001760362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002478903,"about_ca_system_score_gemma":0.000248309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007320056,"about_ca_topic_score_gemma":0.0001690338,"domain_scores_codex":[0.9984321,0.00005602051,0.0003339651,0.0004491055,0.0002922516,0.0004365737],"domain_scores_gemma":[0.999251,0.0002496272,0.0000350328,0.0002346679,0.00005641231,0.0001732567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02379172,0.0004016196,0.2186168,0.001256776,0.000113324,0.007401854,0.0005830583,0.0002408137,0.6386539,0.00180496,0.03727082,0.06986439],"study_design_scores_gemma":[0.02082201,0.064093,0.2974657,0.05185876,0.0008614756,0.1537077,0.001816707,0.09013062,0.1548792,0.00562106,0.1556173,0.003126431],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8943483,0.004977688,0.03238965,0.003643904,0.001495299,0.0009200999,0.00003225123,0.001746439,0.06044636],"genre_scores_gemma":[0.9393863,0.00003996365,0.05733155,0.0002215852,0.0004842595,0.00006875172,0.00002299369,0.00004932043,0.002395282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4837747,"threshold_uncertainty_score":0.8138495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051100783842828,"score_gpt":0.2977071142351392,"score_spread":0.2771961063967109,"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."}}