{"id":"W2155843659","doi":"10.1136/ebm.6.5.133","title":"Creating knowledge management skills in primary care residents: a description of a new pathway to evidence-based practice in the community","year":2001,"lang":"en","type":"article","venue":"Evidence-Based Medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Primary care; Knowledge management; Psychology; Medical education; Medicine; Family medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01971392,0.0002129854,0.0004363096,0.0009151521,0.0007257625,0.00002151802,0.0009084435,0.0001347178,0.0001909974],"category_scores_gemma":[0.03088096,0.0001468133,0.00004574424,0.003378245,0.0001868018,0.001002046,0.000129021,0.001399218,0.00009252738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001837879,"about_ca_system_score_gemma":0.005090285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04475908,"about_ca_topic_score_gemma":0.0117816,"domain_scores_codex":[0.988612,0.007535039,0.001279417,0.000384909,0.00131369,0.0008749623],"domain_scores_gemma":[0.9788737,0.01865909,0.0004246583,0.0009269722,0.0006722176,0.000443319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002508675,0.001257572,0.5255107,0.00936451,0.00001302712,0.0001068022,0.3261124,0.0005012273,0.00109091,0.0002324673,0.0301798,0.1031219],"study_design_scores_gemma":[0.00201428,0.001048962,0.7578865,0.07144041,0.00002591454,0.000001823174,0.1578116,0.0001715517,0.00004517882,0.0001119871,0.009289779,0.0001519939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8763541,0.01326885,0.001792899,0.08208146,0.000857761,0.00598269,0.000003769989,0.00005509269,0.01960337],"genre_scores_gemma":[0.9772447,0.002323686,0.002833403,0.0154328,0.0005298093,0.0006822462,0.000027664,0.00001713251,0.0009085326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2323758,"threshold_uncertainty_score":0.9772823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2730220787516308,"score_gpt":0.511557426295035,"score_spread":0.2385353475434042,"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."}}