{"id":"W3116703021","doi":"10.1001/amaguidesnewsletters.2003.mayjun01","title":"The Independent Medical Evaluation Relationship","year":2003,"lang":"en","type":"article","venue":"AMA guides newsletter","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Compensation (psychology); Psychology; Duty; Medical education; Health care; Task (project management); Family medicine; Medicine; Social psychology; Law; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01292274,0.0001103742,0.0001245214,0.00005070827,0.001562407,0.00002131145,0.0002256367,0.0002418232,0.003352292],"category_scores_gemma":[0.006897776,0.00007405836,0.00005368583,0.0001652156,0.00006947275,0.00009835493,0.00007151836,0.0007836185,0.002313988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002530209,"about_ca_system_score_gemma":0.0005657699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000293585,"about_ca_topic_score_gemma":0.001278761,"domain_scores_codex":[0.9930818,0.004235727,0.0007447518,0.0002377795,0.00119541,0.0005045032],"domain_scores_gemma":[0.9966896,0.002226134,0.0001710612,0.000514465,0.0002188669,0.0001798947],"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":[0.000009713262,0.0000241369,0.05544053,0.00005187857,0.00002578013,0.000006212611,0.001392299,0.000004848618,0.000006311621,0.2649897,0.6583061,0.01974246],"study_design_scores_gemma":[0.0005591933,0.00001656044,0.07312915,0.00005941431,0.00001893532,0.000001784098,0.001486881,0.0001117664,0.000004551491,0.02000086,0.9045182,0.00009267166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2164152,0.0004643615,0.004266865,0.5328082,0.003663165,0.002716802,0.000002863293,0.000172094,0.2394905],"genre_scores_gemma":[0.8950092,0.00005034917,0.000264991,0.09419271,0.0004911089,0.000475604,0.00001355284,0.00001972545,0.009482795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6785939,"threshold_uncertainty_score":0.9997374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2350011971544857,"score_gpt":0.5279092267192705,"score_spread":0.2929080295647848,"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."}}