{"id":"W4407285169","doi":"10.1093/jcag/gwae059.048","title":"A48 PATIENT OUTCOMES OF A COMPLEX POLYP ASSESSEMNT COMMITTEE IMPLEMENTATION","year":2025,"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":"Dalhousie University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001259833,0.0001406702,0.0002118094,0.000774871,0.001047653,0.001493057,0.0004424291,0.0003484433,0.002423337],"category_scores_gemma":[0.007040079,0.000178272,0.0002706473,0.001101129,0.0005730767,0.0004457106,0.001504115,0.0007488015,0.0002387859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004174901,"about_ca_system_score_gemma":0.006345292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1101709,"about_ca_topic_score_gemma":0.1216653,"domain_scores_codex":[0.9974374,0.0004334819,0.0002624026,0.0002737701,0.0006170969,0.0009758878],"domain_scores_gemma":[0.98468,0.001140665,0.007643333,0.0003607631,0.002079566,0.00409579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003274832,0.00002933229,0.9974639,0.00001154507,0.000005883951,0.0001604851,0.0002107034,0.00002907905,0.00006393985,0.00002102182,0.0002994945,0.001671703],"study_design_scores_gemma":[0.000002867521,0.00008128821,0.9982521,0.00002026015,0.000003827862,0.0002170644,0.0008902322,0.00006570684,0.0000477152,0.000008183615,0.0004072279,0.000003509308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969149,0.0001297916,0.00005623937,0.0003128031,0.00001623846,0.00004602191,0.0005624347,0.000005757879,0.001955803],"genre_scores_gemma":[0.9991673,0.0000676643,0.00006140516,0.00006537686,0.000009869555,0.00001812334,0.000333774,0.000001748414,0.0002747137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1101709,"threshold_uncertainty_score":0.2190592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305236867558993,"score_gpt":0.2911074785311473,"score_spread":0.2780551098555574,"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."}}