{"id":"W1968250665","doi":"10.1111/j.1525-1497.2004.31337.x","title":"The future of general internal medicine","year":2004,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":113,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Incentive; Service (business); Medical education; Task (project management); Certificate; Management","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":[0.01071085,0.0004648484,0.0009571986,0.002048785,0.002256091,0.005346808,0.001351156,0.01204641,0.01885848],"category_scores_gemma":[0.01214899,0.000386802,0.000885251,0.001469556,0.007469338,0.007521494,0.002635017,0.009382838,0.001997754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006005243,"about_ca_system_score_gemma":0.01321818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008956263,"about_ca_topic_score_gemma":0.02877166,"domain_scores_codex":[0.9970421,0.001422148,0.0001564647,0.0002595658,0.0005613694,0.0005583687],"domain_scores_gemma":[0.979602,0.00738581,0.001334122,0.0006830364,0.003235931,0.00775923],"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":[0.000458538,0.0005309694,0.01413191,0.002961183,0.0001353983,0.0007357975,0.001868762,0.0005682796,0.0006251696,0.134783,0.4284931,0.4147078],"study_design_scores_gemma":[0.0002461487,0.0002435618,0.02722056,0.005906663,0.00009420866,0.00112617,0.004965009,0.0005084957,0.00008636552,0.08631561,0.8731894,0.00009783099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002577123,0.2865854,0.0002716052,0.691218,0.006890338,0.000006663152,0.00006912494,0.00003449778,0.01234725],"genre_scores_gemma":[0.1403112,0.5461453,0.002725533,0.2351674,0.06640986,0.00008469518,0.0002044408,0.0000392172,0.008912248],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01885848,"threshold_uncertainty_score":0.06308794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04291763444300414,"score_gpt":0.4416838293076477,"score_spread":0.3987661948646435,"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."}}