{"id":"W2792230888","doi":"10.1097/ceh.0000000000000187","title":"Using Clinical Questions Asked by Primary Care Providers Through eConsults to Inform Continuing Professional Development","year":2018,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère","funders":"Champlain Local Health Integration Network","keywords":"Specialty; Medical education; Session (web analytics); Continuing professional development; Medicine; Content analysis; Professional development; Primary care; Needs assessment; Continuing education; Psychology; Family medicine; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01856044,0.0003932461,0.0002742331,0.00458549,0.0006118725,0.001154864,0.000621116,0.0006574992,0.003897404],"category_scores_gemma":[0.07539222,0.0002262192,0.0004221228,0.00280644,0.0007428979,0.001682021,0.001800901,0.0006283773,0.0008195427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002947515,"about_ca_system_score_gemma":0.003931241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008554224,"about_ca_topic_score_gemma":0.01168209,"domain_scores_codex":[0.9838892,0.008969876,0.002422279,0.0009674009,0.003005727,0.0007454533],"domain_scores_gemma":[0.8919547,0.06339782,0.0240939,0.003005642,0.01513425,0.002413742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000238886,0.0002588279,0.8122495,0.001068649,0.00005786755,0.0002098032,0.01506078,0.0003433318,0.001299732,0.0007145116,0.01104501,0.157453],"study_design_scores_gemma":[0.00003542924,0.0003925676,0.958789,0.0009561398,0.00002654839,0.0004847319,0.009447496,0.001499109,0.001484104,0.001006041,0.02582775,0.00005107312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489509,0.00170358,0.009578758,0.005176601,0.0001814196,0.003003087,0.008959406,0.0002554053,0.02219081],"genre_scores_gemma":[0.9638835,0.0009514953,0.02586002,0.001185108,0.00009149183,0.002530232,0.003716561,0.00003176304,0.001749795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01856044,"threshold_uncertainty_score":0.09815818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06358714361157101,"score_gpt":0.4311771230463899,"score_spread":0.3675899794348189,"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."}}