{"id":"W2888844364","doi":"10.1093/ibd/izy259","title":"Selection of Quality Indicators in IBD: Integrating Physician and Patient Perspectives","year":2018,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Manitoba; University of Toronto; Dalhousie University; University of British Columbia; Crohn's and Colitis Canada; University of Alberta; McGill University Health Centre","funders":"Crohn's and Colitis Canada; McGill University Health Centre","keywords":"Quality (philosophy); Selection (genetic algorithm); Medicine; Family medicine; Intensive care medicine; Computer science; Machine learning","routes":{"ca_aff":true,"ca_fund":true,"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":[0.155034,0.0006942367,0.001556003,0.01060038,0.001538676,0.004083696,0.00122776,0.0009009053,0.0009422626],"category_scores_gemma":[0.2094692,0.0003345684,0.001578288,0.009201807,0.001470547,0.002666025,0.003875605,0.001926157,0.0001937349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005617338,"about_ca_system_score_gemma":0.01362251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003110328,"about_ca_topic_score_gemma":0.004347566,"domain_scores_codex":[0.880058,0.08324096,0.01698283,0.002393287,0.01586536,0.001459597],"domain_scores_gemma":[0.7622821,0.1387515,0.03419525,0.005053113,0.05410993,0.005607991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006445001,0.0006475599,0.532434,0.007712563,0.0007216978,0.0002915971,0.02204071,0.00313418,0.001622598,0.004254774,0.008628814,0.4178671],"study_design_scores_gemma":[0.0008412478,0.004141073,0.802589,0.01182268,0.001725307,0.001478093,0.04403768,0.03023285,0.007607126,0.02698946,0.06801033,0.0005250884],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7166014,0.01968618,0.2004441,0.02661998,0.0005714985,0.01369822,0.003169922,0.0005672371,0.01864132],"genre_scores_gemma":[0.7493013,0.003190028,0.2398231,0.001200139,0.0002031612,0.004252426,0.001725933,0.00005318689,0.0002507788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.155034,"threshold_uncertainty_score":0.8199081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00576260176601003,"score_gpt":0.2535823543754372,"score_spread":0.2478197526094272,"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."}}