{"id":"W2123875706","doi":"10.1186/1748-5908-5-85","title":"User's perspectives of barriers and facilitators to implementing quality colonoscopy services in Canada: a study protocol","year":2010,"lang":"en","type":"article","venue":"Implementation Science","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Centre hospitalier universitaire de Québec; Université de Montréal; Canadian Partnership Against Cancer; Université Laval","funders":"Canadian Institutes of Health Research; Max-Planck-Gesellschaft","keywords":"Colonoscopy; Medicine; Delphi method; Quality (philosophy); Health services research; Documentation; Health informatics; Protocol (science); Health administration; Health care; Quality management; Medical education; Public health; Nursing; Service (business); Colorectal cancer; Computer science; Alternative medicine; Business; Cancer; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001247413,0.0000732494,0.0001428779,0.0001906767,0.0001457435,0.00002838441,0.00008955158,0.000009475076,0.0001209619],"category_scores_gemma":[0.0001405025,0.00006820176,0.00001096608,0.0007400168,0.00007357534,0.0001991433,0.00007860624,0.00008549989,2.795924e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961482,"about_ca_system_score_gemma":0.001538518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8259614,"about_ca_topic_score_gemma":0.9814879,"domain_scores_codex":[0.9986376,0.00003983644,0.0003261534,0.0003013497,0.0004728019,0.0002223076],"domain_scores_gemma":[0.9993439,0.00004469217,0.0001114851,0.0001378803,0.0001914405,0.0001705972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005537183,0.00001759498,0.9535922,0.00003129169,0.000004649224,8.681635e-7,0.01224079,0.0000017539,0.02988026,0.00003485658,0.000006444892,0.003635538],"study_design_scores_gemma":[0.00118474,0.0009719005,0.7520977,0.00000721029,0.000004371554,0.000001564588,0.2272358,0.00003238256,0.01822248,0.000007029524,0.0001829399,0.0000518653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773369,9.543612e-7,0.00003176093,0.0001473825,0.00004836001,0.02234066,0.0000156609,0.000009912173,0.00006838211],"genre_scores_gemma":[0.9903514,7.251005e-8,0.000633626,0.00006490874,0.000009934851,0.008932536,6.559241e-7,0.000003013013,0.000003896444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2149951,"threshold_uncertainty_score":0.2781187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0302455500643857,"score_gpt":0.4551194976748393,"score_spread":0.4248739476104536,"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."}}