{"id":"W3088924807","doi":"10.1080/22423982.2020.1816678","title":"Barriers to colonoscopy in remote northern Canada: an analysis of cancellations","year":2020,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; University of Ottawa","funders":"","keywords":"Colonoscopy; Medicine; Descriptive statistics; Thematic analysis; Colorectal cancer; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008834262,0.0004077923,0.0005728806,0.002107864,0.004799914,0.002141445,0.00166757,0.0006749935,0.003661476],"category_scores_gemma":[0.00479002,0.000437205,0.0008688867,0.007339797,0.001087829,0.0003900608,0.001737512,0.001174376,0.0003216223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04312343,"about_ca_system_score_gemma":0.08669027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956416,"about_ca_topic_score_gemma":0.9968413,"domain_scores_codex":[0.9973038,0.0001668456,0.0001856876,0.0002035353,0.0009534202,0.001186642],"domain_scores_gemma":[0.993171,0.0005485702,0.001394967,0.0001251338,0.002367728,0.002392647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000188518,0.00008522153,0.9768444,0.0001696153,0.00007172999,0.0004996962,0.005914725,0.0002347859,0.0001801837,0.0002331122,0.003132963,0.01244524],"study_design_scores_gemma":[0.000007696645,0.0000345958,0.9864258,0.0001108773,0.00002153059,0.0001336078,0.01114711,0.0003002628,0.00004588941,0.00002995059,0.001716287,0.00002651042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894706,0.001362227,0.0001550968,0.001071027,0.0000255804,0.0001602715,0.00315914,0.00001892494,0.004577089],"genre_scores_gemma":[0.9953121,0.001217879,0.0002113215,0.0003527133,0.00001058724,0.00003488799,0.001224445,0.00001559106,0.001620353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04312343,"threshold_uncertainty_score":0.3128839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099036812415266,"score_gpt":0.3288888489975341,"score_spread":0.3078984808733815,"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."}}