{"id":"W2113146604","doi":"10.1136/jech.56.5.328","title":"The teacher's teacher: a personal tribute to Alvan R Feinstein","year":2002,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McMaster University; Yale University","keywords":"Tribute; Meaning (existential); Medicine; Classics; Academic medicine; Columbia university; Medical education; Gerontology; Sociology; Art history; Epistemology; History; Media studies; Philosophy","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1391522,0.0004101893,0.001885355,0.0003176193,0.007778808,0.00001897952,0.001771937,0.0006292218,0.0007002777],"category_scores_gemma":[0.0958841,0.0002819834,0.0003998695,0.0005375635,0.0004420619,0.0004883774,0.0005242474,0.01626688,0.000523586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00239465,"about_ca_system_score_gemma":0.00201761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02108963,"about_ca_topic_score_gemma":0.03197199,"domain_scores_codex":[0.8513185,0.1406262,0.004943657,0.0003467571,0.0005514874,0.002213403],"domain_scores_gemma":[0.9288392,0.06146445,0.005167868,0.001704551,0.0009207634,0.001903135],"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":[0.0004974022,0.0008291721,0.2669529,0.0003778669,0.0002488509,0.0000132788,0.03389626,0.0000126834,0.00001477595,0.002256487,0.5998613,0.09503899],"study_design_scores_gemma":[0.00123132,0.002014286,0.1335299,0.0006123022,0.00003824302,0.0001127424,0.02379787,0.0003334592,4.743372e-7,0.002402467,0.8356915,0.0002354873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.402082,0.008395412,0.001007018,0.5832817,0.00147429,0.0008901983,0.00002571948,0.00006759451,0.002776126],"genre_scores_gemma":[0.7982988,0.00854339,0.004487355,0.1813442,0.002284558,0.00007771864,0.00001427683,0.00008725307,0.00486255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4019375,"threshold_uncertainty_score":0.9999632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7829530519599832,"score_gpt":0.6030286558866174,"score_spread":0.1799243960733659,"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."}}