{"id":"W7096026409","doi":"","title":"• Objective: To evaluate U.S. and Canadian resident","year":2016,"lang":"en","type":"article","venue":"","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary care; Obligation; Patient care; Medical care; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001408061,0.0006687338,0.0003405779,0.001883177,0.004279149,0.001047474,0.0008981858,0.0006670359,0.003261939],"category_scores_gemma":[0.003669018,0.0003431135,0.0004635544,0.002978615,0.001068594,0.0005343739,0.001255229,0.0005458835,0.0008300348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01818745,"about_ca_system_score_gemma":0.02576641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767141,"about_ca_topic_score_gemma":0.9903306,"domain_scores_codex":[0.998634,0.0001054818,0.0000689648,0.0001320643,0.0005164928,0.000542975],"domain_scores_gemma":[0.9952658,0.0001470276,0.0007876515,0.00005722082,0.002487975,0.001254271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001458158,0.00009444801,0.9877437,0.00006918417,0.00003860058,0.00009601132,0.002413986,0.00008023676,0.0001937903,0.00005616063,0.00233087,0.00673721],"study_design_scores_gemma":[0.00001283369,0.0001270251,0.9912142,0.00003401782,0.00002183318,0.0001310991,0.006256328,0.0001496554,0.0001001186,0.00001595226,0.001920257,0.00001670002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953809,0.0002756137,0.0000705334,0.0001578693,0.00001399185,0.00008127749,0.00182774,0.00001016164,0.002181928],"genre_scores_gemma":[0.9965443,0.0002747157,0.0003194847,0.0002167956,0.00001544028,0.0000523637,0.001525227,0.00000575889,0.001045861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02328587,"threshold_uncertainty_score":0.1319598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513103917907013,"score_gpt":0.3085280789365575,"score_spread":0.2833970397574874,"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."}}