{"id":"W2922206655","doi":"10.1093/jcag/gwz006.215","title":"A216 UC NARRATIVE CANADIAN DATA – COMPARING PATIENT AND PHYSICIAN PERSPECTIVES ON COMMUNICATION AND MANAGEMENT OF ULCERATIVE COLITIS","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada); Crohn's and Colitis Canada; University of Calgary","funders":"","keywords":"Medicine; Ulcerative colitis; Medical prescription; Internal medicine; Colectomy; Total Colectomy; Family medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003768405,0.00007788188,0.000330094,0.000179228,0.0000855324,0.00001169064,0.0001783856,0.00004788406,0.00002422793],"category_scores_gemma":[0.00006128118,0.000067542,0.0000368673,0.0000632845,0.00008412025,0.00007699255,0.00006760581,0.0001978496,5.353619e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209828,"about_ca_system_score_gemma":0.0002546212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09201944,"about_ca_topic_score_gemma":0.9187027,"domain_scores_codex":[0.9989939,0.0002380423,0.0003099202,0.0001091407,0.000168449,0.0001805959],"domain_scores_gemma":[0.9985442,0.00004946229,0.0006643097,0.0002913355,0.0002798605,0.0001708731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004495729,0.00006362097,0.9773442,0.00008034757,0.0007542914,0.00000789632,0.01457165,0.00002345532,0.0001099829,0.001466838,0.004555285,0.0005729241],"study_design_scores_gemma":[0.001630926,0.0007878679,0.9868597,0.0003485422,0.00009501937,0.00002578509,0.008939752,0.0001035644,0.00003065053,0.00005477314,0.001089864,0.00003349176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987114,0.00004994488,0.000001773669,0.01076703,0.0001045707,0.0003100958,0.0000987301,8.676943e-7,0.001553039],"genre_scores_gemma":[0.9987789,0.0001189335,0.0002194984,0.0007196065,0.0000180072,0.000001293864,0.0000107921,0.000006131103,0.0001267935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8266832,"threshold_uncertainty_score":0.9140269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279996407237287,"score_gpt":0.2520670169559706,"score_spread":0.2392670528835978,"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."}}