{"id":"W7026806820","doi":"","title":"Barriers and facilitators for using new national recommendations for preoperative endoscopic localization of colorectal neoplasms: comparing the perspectives of gastroenterologists and surgeons in Winnipeg, Manitoba","year":2022,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Facilitator; Endoscopy; Specialty; Documentation; Colonoscopy; MEDLINE; Incentive; Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00489337,0.0003523973,0.0003222791,0.0009028977,0.006066966,0.003016059,0.001424911,0.0007761787,0.001799026],"category_scores_gemma":[0.01295416,0.0006942343,0.00034515,0.001428219,0.002588585,0.0008507177,0.003342693,0.001282384,0.0001814683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02576704,"about_ca_system_score_gemma":0.06771606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.909444,"about_ca_topic_score_gemma":0.9679709,"domain_scores_codex":[0.9954762,0.001582047,0.0003097569,0.0003003358,0.0008738528,0.001457788],"domain_scores_gemma":[0.9875304,0.002943564,0.001788726,0.0001746919,0.002820361,0.004742299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003268413,0.0001785266,0.3222175,0.0006745122,0.00005386711,0.002516971,0.6336442,0.0002076734,0.003984639,0.0007202062,0.003409125,0.03206601],"study_design_scores_gemma":[0.00003101703,0.0001682788,0.2551486,0.0003865224,0.00003050857,0.0003303056,0.7338573,0.0002562383,0.0003510706,0.00007252569,0.009318623,0.00004915306],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992109,0.0006835563,0.000187705,0.003754748,0.00002945182,0.0001561664,0.0001094374,0.00000698327,0.002962935],"genre_scores_gemma":[0.9946531,0.001279612,0.0009622371,0.001061945,0.0000095793,0.00009801759,0.00008110583,0.000009248758,0.001845077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09055597,"threshold_uncertainty_score":0.1869538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1675579421768693,"score_gpt":0.4545686824834694,"score_spread":0.2870107403066001,"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."}}