{"id":"W4391873282","doi":"10.1093/jcag/gwad061.017","title":"A17 COMPARING ENDOSCOPIST DIAGNOSIS OF COLORECTAL POLYPS ASSISTED BY ARTIFICIAL INTELLIGENCE (CADX) VS CADX WITHOUT ENDOSCOPIST INPUT: A RANDOMIZED CONTROLLED TRIAL","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Colonoscopy; Randomized controlled trial; Radiology; Internal medicine; Colorectal cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005950477,0.002599957,0.006011548,0.0007253523,0.0007587304,0.001895865,0.001823457,0.004889824,0.008249386],"category_scores_gemma":[0.01043227,0.001216779,0.003872507,0.0007825755,0.0025651,0.002035751,0.0008324831,0.003609369,0.001183869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001499458,"about_ca_system_score_gemma":0.001929361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250053,"about_ca_topic_score_gemma":0.001088168,"domain_scores_codex":[0.9930578,0.004612629,0.000495968,0.0009293319,0.0004532488,0.0004508245],"domain_scores_gemma":[0.9903049,0.00548704,0.00206743,0.0005082645,0.0005458944,0.001086354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9938817,0.002432237,0.0004145909,0.0004407098,0.0006603127,0.00001425443,0.00001968224,0.00006812995,0.0001714212,0.00004478066,0.0001198913,0.00173239],"study_design_scores_gemma":[0.9391784,0.05816447,0.0009051904,0.0000638267,0.0008410056,0.00001220384,0.00002416808,0.0003803764,0.0001239049,0.0001298648,0.0001637216,0.00001284712],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741713,0.006560328,0.001109985,0.0009172903,0.001899459,0.01264424,0.0008449258,0.0001173292,0.001735089],"genre_scores_gemma":[0.974376,0.001979972,0.002774759,0.001163783,0.001217734,0.01580122,0.0005540322,0.0000172504,0.002115176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008249386,"threshold_uncertainty_score":0.03146952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159839179463706,"score_gpt":0.2712856404285988,"score_spread":0.2553017224822282,"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."}}