{"id":"W2793075386","doi":"10.22374/cjgim.v13i1.264","title":"The Top 5 Papers of 2016-2017 for General Internists","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Annals; Medical journal; Presentation (obstetrics); Alternative medicine; Family medicine; Table (database); Library science; Classics; Surgery; History; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0329329,0.00273616,0.003188379,0.03421411,0.004533708,0.02333883,0.003291063,0.004638072,0.06018164],"category_scores_gemma":[0.1012588,0.00113633,0.003920599,0.02186373,0.001507046,0.007790677,0.006845386,0.003596142,0.02465946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01663715,"about_ca_system_score_gemma":0.02712009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006974844,"about_ca_topic_score_gemma":0.03106541,"domain_scores_codex":[0.9647772,0.004960302,0.005846403,0.001627784,0.01988663,0.002901499],"domain_scores_gemma":[0.860173,0.01504883,0.01819175,0.00222841,0.07064673,0.03371144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002029558,0.0000335901,0.001653528,0.01036817,0.0001824827,0.0002006286,0.0002599049,0.00003669753,0.0003862473,0.0008263417,0.8828118,0.1030377],"study_design_scores_gemma":[0.0001502107,0.0001013532,0.006923768,0.02259441,0.0003203967,0.0004948181,0.0006879409,0.00004563313,0.0003477807,0.00151849,0.9667531,0.00006224402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004546211,0.5049119,0.001253527,0.1799251,0.2361588,0.001882305,0.0136687,0.0008040174,0.05684942],"genre_scores_gemma":[0.03842543,0.5874946,0.01141373,0.08138762,0.1644795,0.002537405,0.01621164,0.001907885,0.09614211],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06018164,"threshold_uncertainty_score":0.2013277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1652569190282191,"score_gpt":0.4720241783574834,"score_spread":0.3067672593292643,"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."}}