{"id":"W2050180324","doi":"10.1001/jama.288.16.2045","title":"What Is an Academic General Internist?","year":2002,"lang":"en","type":"article","venue":"JAMA","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Career path; Join (topology); Medical education; Academic medicine; Career Pathways; Path (computing); 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002536861,0.0002710272,0.0005129463,0.0009803267,0.004811766,0.003245396,0.001116931,0.005269976,0.008873388],"category_scores_gemma":[0.0235234,0.0003963528,0.0003128869,0.0008408277,0.002343835,0.004841188,0.001137829,0.004013389,0.003014138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0031335,"about_ca_system_score_gemma":0.007903376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134198,"about_ca_topic_score_gemma":0.02936941,"domain_scores_codex":[0.9973394,0.0009639474,0.0001475693,0.0001640741,0.0006857205,0.0006992258],"domain_scores_gemma":[0.9840049,0.0009402611,0.001336192,0.0001285643,0.001401286,0.01218876],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001469739,0.0007112063,0.183952,0.0006941673,0.00006491083,0.007559025,0.009681782,0.0002066339,0.0003572708,0.00413893,0.5616205,0.2308668],"study_design_scores_gemma":[0.0001447934,0.001296008,0.3264274,0.007898689,0.0001489609,0.04836075,0.1554097,0.0006981352,0.0004977089,0.0218355,0.4370043,0.0002781727],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06360141,0.01473836,0.0003561911,0.8753807,0.009588084,0.00005612489,0.0001631365,0.00008240443,0.03603352],"genre_scores_gemma":[0.69011,0.07203457,0.002021067,0.1972438,0.01599206,0.0001606788,0.0003400227,0.00009812649,0.02199967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9974632,"threshold_uncertainty_score":0.02968436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03919183810441217,"score_gpt":0.3205828098676932,"score_spread":0.281390971763281,"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."}}