{"id":"W3015247089","doi":"10.4158/1934-2403-26.4.465","title":"F. John Service, MD, PhD","year":2020,"lang":"en","type":"article","venue":"Endocrine Practice","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Medicine; Bachelor; Family medicine; Gerontology; Apprenticeship; History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008406634,0.0003023879,0.0003696011,0.001199552,0.001951954,0.001459638,0.0004210805,0.001689153,0.06317681],"category_scores_gemma":[0.01121021,0.0002563489,0.0001699897,0.0006024362,0.0009216342,0.001422435,0.0006703917,0.0026334,0.01057868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198012,"about_ca_system_score_gemma":0.003571375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0115894,"about_ca_topic_score_gemma":0.01991731,"domain_scores_codex":[0.9994913,0.0000774641,0.00002793584,0.0001076396,0.0002077779,0.00008791404],"domain_scores_gemma":[0.994466,0.001465942,0.0002349526,0.0001012218,0.001560185,0.002171619],"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":[0.00007417647,0.00005734309,0.006917279,0.0002092556,0.00001257085,0.001331555,0.0004155746,0.00008565453,0.0002402401,0.004455262,0.8278711,0.1583301],"study_design_scores_gemma":[0.00002934761,0.00004990111,0.008985045,0.0009994544,0.00001555655,0.008128436,0.000976377,0.0001714071,0.000425834,0.004108304,0.9760741,0.00003618075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009435453,0.07587519,0.001461773,0.6904798,0.03301096,0.0000541062,0.0003608138,0.0001830487,0.1891388],"genre_scores_gemma":[0.1335683,0.2315445,0.002548649,0.1295394,0.03328277,0.0001143167,0.0003248253,0.0002470893,0.4688301],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9368232,"threshold_uncertainty_score":0.2113475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06049803240867319,"score_gpt":0.334295192917421,"score_spread":0.2737971605087478,"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."}}