{"id":"W2329267205","doi":"10.1097/01.cot.0000343989.66641.c3","title":"10 Megatrends in Medical Education","year":2009,"lang":"en","type":"article","venue":"Oncology Times","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Medicine","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":[0.006541809,0.0009146704,0.000536156,0.00474497,0.002153402,0.008220059,0.001312356,0.004882209,0.04045702],"category_scores_gemma":[0.009325924,0.0004582017,0.0007424453,0.005845534,0.001934192,0.007968476,0.0107183,0.008801062,0.009673601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008371961,"about_ca_system_score_gemma":0.01323573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004816378,"about_ca_topic_score_gemma":0.01116768,"domain_scores_codex":[0.991462,0.001414624,0.0008545464,0.0008261516,0.003787968,0.001654769],"domain_scores_gemma":[0.9920156,0.001246984,0.0007604911,0.0004580209,0.00155217,0.003966739],"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":[0.00004031083,0.0001687176,0.002762225,0.000680269,0.00002064172,0.0001960312,0.0007300076,0.0002479981,0.0001696646,0.08529024,0.5745028,0.3351911],"study_design_scores_gemma":[0.000005694399,0.00003592538,0.002171043,0.000559195,0.00000289008,0.0002332546,0.000257863,0.00006897018,0.00005084713,0.0034794,0.9931272,0.000007676555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.005814748,0.3231448,0.002707877,0.3225124,0.06315909,0.0001816853,0.0008904492,0.0007559804,0.2808331],"genre_scores_gemma":[0.1002016,0.3290763,0.01281834,0.2112676,0.05716286,0.0007362306,0.004174149,0.0005896409,0.2839732],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04045702,"threshold_uncertainty_score":0.1353422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114793883034737,"score_gpt":0.3873934232467871,"score_spread":0.3762454844164397,"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."}}