{"id":"W2896458866","doi":"10.1186/s12913-018-3567-y","title":"Perspectives of primary care providers and endoscopists about current practices, facilitators and barriers for preparation and follow-up of colonoscopy procedures: a qualitative study","year":2018,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Research Manitoba","keywords":"Medicine; Colonoscopy; Colorectal cancer; Health informatics; Qualitative research; Nursing; Family medicine; Public health; Medical emergency; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01680698,0.0004449136,0.0007924582,0.001400872,0.007887607,0.003343493,0.001365427,0.001971927,0.003809786],"category_scores_gemma":[0.02641725,0.0008595969,0.0004937271,0.001569719,0.00589408,0.002931488,0.003731233,0.002570045,0.0003552436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006106975,"about_ca_system_score_gemma":0.00661696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0149691,"about_ca_topic_score_gemma":0.01824011,"domain_scores_codex":[0.9889652,0.007841126,0.0003707913,0.000616002,0.0007283902,0.001478567],"domain_scores_gemma":[0.9582858,0.03288816,0.002196526,0.0005746726,0.002938001,0.003116695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002760284,0.0000461319,0.004072,0.000199634,0.000004934735,0.0003226522,0.9922588,0.00001787232,0.0003256965,0.0002537981,0.0003784324,0.002092375],"study_design_scores_gemma":[0.000007847709,0.00007353003,0.002706384,0.0002182198,0.000004955381,0.0001492352,0.9934262,0.00004535882,0.0001255987,0.0001254336,0.003107484,0.0000096988],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894959,0.0009247833,0.001766274,0.003374323,0.00006646557,0.0004410348,0.000352404,0.00001309072,0.003565832],"genre_scores_gemma":[0.9938321,0.00102177,0.001307614,0.001775449,0.0000271605,0.0006328193,0.00009438656,0.00001476748,0.00129401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01680698,"threshold_uncertainty_score":0.08888483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06687923802947927,"score_gpt":0.493983228371489,"score_spread":0.4271039903420097,"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."}}