{"id":"W4244257","doi":"10.1155/2013/574956","title":"Patient-Identified Quality Indicators for Colonoscopy Services","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McGill University; University of Calgary; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; McGill University Health Centre; McMaster University","keywords":"Focus group; Colonoscopy; Logistic regression; Medicine; Quality (philosophy); Rating scale; Scale (ratio); Family medicine; Psychology; Colorectal cancer; Business; Geography; Marketing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001870511,0.00008448715,0.0002802048,0.0004133894,0.00007621896,0.000027009,0.00008270871,0.00007524568,0.0002306828],"category_scores_gemma":[0.00006164767,0.00007626283,0.0001200332,0.00009388944,0.00007002536,0.00009741166,0.000006382043,0.0001699119,0.000009323374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489786,"about_ca_system_score_gemma":0.0002854074,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00666662,"about_ca_topic_score_gemma":0.03729673,"domain_scores_codex":[0.9990594,0.00006126948,0.0003822995,0.0001066357,0.00008932044,0.000301041],"domain_scores_gemma":[0.998727,0.0000326561,0.0003023204,0.0001029656,0.0002518064,0.0005832721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0213947,0.00005351717,0.9561094,0.0001492115,0.0002844452,0.00005287337,0.0009185505,0.0000141649,0.001317502,0.00002896085,0.009659628,0.01001705],"study_design_scores_gemma":[0.004377823,0.06189806,0.9066914,0.0001392105,0.0001620415,0.001002803,0.000966945,0.0000913363,0.001831762,0.0002968182,0.02241804,0.0001237897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966164,0.00009150433,0.000520086,0.001588049,0.0007560748,0.0002563507,0.00001662388,0.000006456643,0.0001484763],"genre_scores_gemma":[0.9972859,0.000002890072,0.0007604149,0.001698781,0.0001583499,0.0000197668,0.000008348507,0.00001046338,0.0000551005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06184454,"threshold_uncertainty_score":0.9999481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128245382720242,"score_gpt":0.2647341941800118,"score_spread":0.2519096559079876,"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."}}