{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004000183,0.0002044392,0.00051601,0.0004644927,0.0007328357,0.0001181381,0.000502356,0.0002175852,0.00002187681],"category_scores_gemma":[0.001191948,0.0001431373,0.00008681488,0.0008292264,0.0001096955,0.0009558338,0.0001456452,0.0008879839,0.00003688465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004289459,"about_ca_system_score_gemma":0.003248524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005080387,"about_ca_topic_score_gemma":0.0005665935,"domain_scores_codex":[0.9963138,0.0002939919,0.002184876,0.0002432216,0.0004519362,0.0005121679],"domain_scores_gemma":[0.9958611,0.0002976606,0.002032032,0.0002990419,0.001439343,0.00007078842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002048241,0.000833754,0.1018692,0.001428651,0.00003656236,0.000003899786,0.07934468,0.000003649968,0.000103334,0.005688499,0.1239776,0.6865053],"study_design_scores_gemma":[0.0008777984,0.0001318538,0.07132912,0.009384674,0.000021718,0.00003308011,0.0841515,0.00002985783,0.00001322124,0.0006508619,0.8331188,0.00025755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580116,0.0006212329,0.001121118,0.02862214,0.008665109,0.00165633,0.000003149368,0.00005266504,0.001246651],"genre_scores_gemma":[0.9756611,0.00002220605,0.00976882,0.01176775,0.002067252,0.00006871484,0.00001846115,0.00002924614,0.0005964586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7091411,"threshold_uncertainty_score":0.5836968,"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."}}