{"id":"W2028406461","doi":"10.1016/j.ypmed.2014.07.021","title":"Striving for excellence while adapting to change: Redefining our mission of serving the preventive medicine community","year":2014,"lang":"en","type":"editorial","venue":"Preventive Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Excellence; Preventive healthcare; Alternative medicine; Family medicine; Medical education; Nursing; Public health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02595465,0.004870754,0.00680109,0.006372903,0.009037229,0.02198845,0.008401171,0.04770891,0.008341796],"category_scores_gemma":[0.09467353,0.002249292,0.004474733,0.003893073,0.008242453,0.0103817,0.004152792,0.05686029,0.00612129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00855725,"about_ca_system_score_gemma":0.01962384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006443033,"about_ca_topic_score_gemma":0.0231127,"domain_scores_codex":[0.9767056,0.0063359,0.003196442,0.001942717,0.01036356,0.001455827],"domain_scores_gemma":[0.8637255,0.07065043,0.005802279,0.002337265,0.04041863,0.01706596],"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":[0.00001593508,0.0000191932,0.00003618587,0.0003854448,0.00003277581,0.00005375818,0.00005128179,0.00001487344,0.00001764455,0.0003144181,0.9943342,0.004724296],"study_design_scores_gemma":[0.0001010624,0.00004724144,0.0005728474,0.002793178,0.0002103677,0.0002804942,0.0004658434,0.0001841091,0.00009308874,0.002625438,0.9925619,0.00006450123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001695632,0.007802822,0.00008739272,0.07112408,0.920487,0.00001176705,0.00001438252,0.00002733339,0.0004281802],"genre_scores_gemma":[0.0002906892,0.006675194,0.0001300763,0.03298116,0.9578962,0.00002469751,0.000009143632,0.0000220121,0.00197079],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04770891,"threshold_uncertainty_score":0.1372629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1903731559440524,"score_gpt":0.4876687559914764,"score_spread":0.2972956000474239,"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."}}