{"id":"W4388359928","doi":"10.1093/oso/9780195329605.003.0007","title":"The Great American Doctor","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Embarrassment; Wife; Medicine; Private practice; White (mutation); Hippocratic Oath; Elite; General surgery; History; Classics; Family medicine; Law; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004915805,0.0002329203,0.0003955321,0.00008056637,0.000139308,0.00001086423,0.0001632554,0.0001947814,0.009387483],"category_scores_gemma":[0.0005091899,0.0001351183,0.0001688507,0.00002315326,0.001026909,0.00002647966,0.00004178666,0.001038873,0.005159091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002630044,"about_ca_system_score_gemma":0.000191581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008783247,"about_ca_topic_score_gemma":0.0001308912,"domain_scores_codex":[0.9984029,0.00001370034,0.0003019054,0.0002738108,0.0007565905,0.0002511001],"domain_scores_gemma":[0.9979542,0.0007716236,0.000198733,0.0006154216,0.0001012473,0.0003587494],"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":[0.0002407516,0.00001562374,0.00000775067,0.00002737273,0.0001768359,0.0005350187,0.00003872791,7.794511e-9,0.000007742835,0.07373581,0.5321,0.3931143],"study_design_scores_gemma":[0.0002599631,0.0002350743,0.00004875673,0.0000668481,0.0002210489,0.0001501772,0.0000164852,0.00000150117,0.00000301116,0.0002795741,0.9985702,0.0001473741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006724837,0.000857391,0.0001319997,0.007338649,0.0005245956,0.0002646261,0.000002130955,0.0001143169,0.9907596],"genre_scores_gemma":[0.00005897381,0.0006052789,0.0007727521,0.006974861,0.0010068,0.000002714186,0.00001058176,0.00006196547,0.9905061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4664701,"threshold_uncertainty_score":0.9956155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05262945894591061,"score_gpt":0.3324684143868599,"score_spread":0.2798389554409493,"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."}}