{"id":"W1978318161","doi":"10.1097/acm.0b013e3181cfbf6f","title":"A Letter to Those Who Read This Issue in 2110","year":2010,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Reading (process); Theme (computing); Meaning (existential); Academic medicine; Set (abstract data type); Balance (ability); Sociology; Public relations; Medical education; Medicine; Political science; Psychology; History; Law; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003526822,0.001157351,0.0009616196,0.0009644268,0.006554114,0.007294741,0.001491999,0.01507098,0.04654238],"category_scores_gemma":[0.04070176,0.0007375111,0.001003744,0.0008758569,0.002232066,0.005645652,0.002892729,0.01753821,0.03795048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002093296,"about_ca_system_score_gemma":0.003795532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003306895,"about_ca_topic_score_gemma":0.005383168,"domain_scores_codex":[0.9972996,0.0007844375,0.0001899304,0.0003471356,0.0009759066,0.0004029087],"domain_scores_gemma":[0.9886559,0.003902102,0.0006147139,0.0003590479,0.00425223,0.002215909],"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":[0.000007567573,0.000003905283,0.00007057391,0.00001509799,0.000001266016,0.00008114637,0.0001338531,0.000002605032,0.0000235468,0.0002634403,0.9972432,0.002153793],"study_design_scores_gemma":[0.000007309014,0.00001425735,0.0003244686,0.000179756,0.000004915161,0.0002828921,0.00122377,0.00002944103,0.00007325751,0.0007009433,0.9971398,0.00001924694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004595136,0.004239986,0.0002145717,0.6742624,0.3068971,0.00003136005,0.00008976854,0.0001988004,0.01360644],"genre_scores_gemma":[0.004719445,0.003049621,0.0003002657,0.7542661,0.1190131,0.00007375527,0.00009650051,0.0002677721,0.1182134],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04654238,"threshold_uncertainty_score":0.1556998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1468004791882526,"score_gpt":0.4694882030583954,"score_spread":0.3226877238701428,"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."}}