{"id":"W3115840416","doi":"","title":"Alberta Rectal Cancer Initiative (ARCI): Implementation of a provincial rectal cancer clinical pathway quality improvement project","year":2017,"lang":"en","type":"article","venue":"URSCA Proceedings","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Best practice; Audit; Colorectal cancer; Total mesorectal excision; Quality assurance; Medical physics; General surgery; Radiology; Cancer; Internal medicine; Pathology","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":[0.02650952,0.0004917437,0.0004317476,0.001645087,0.005365401,0.004586746,0.003912285,0.0011881,0.002954899],"category_scores_gemma":[0.02470677,0.0004998136,0.0006425716,0.0032041,0.001621531,0.0008294193,0.006215057,0.002355279,0.0004719244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08684757,"about_ca_system_score_gemma":0.4802673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8978289,"about_ca_topic_score_gemma":0.9349991,"domain_scores_codex":[0.9868006,0.003675726,0.0004801298,0.0008013558,0.005380659,0.002861583],"domain_scores_gemma":[0.9460706,0.002786667,0.002662411,0.001712735,0.01689191,0.0298757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00168704,0.004570385,0.2471688,0.00191611,0.0002522243,0.001208428,0.01470035,0.00837606,0.005230759,0.00737319,0.1588388,0.5486778],"study_design_scores_gemma":[0.001579181,0.003491848,0.7362873,0.001268746,0.0002873431,0.0006518734,0.02126765,0.01288795,0.00269193,0.002290976,0.2170938,0.0002014077],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6900225,0.004490383,0.01902381,0.1575418,0.001610834,0.02497964,0.008824293,0.00369127,0.08981558],"genre_scores_gemma":[0.8182032,0.002251286,0.1269539,0.01381957,0.00023234,0.004840539,0.00884866,0.0002424447,0.0246082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8978289,"threshold_uncertainty_score":0.6301261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3225809712393229,"score_gpt":0.5747025836834377,"score_spread":0.2521216124441148,"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."}}