{"id":"W4238784021","doi":"10.4300/jgme-05-04-38","title":"In This Issue","year":2013,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data science; MEDLINE; Computer science; Medicine; Medical education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001641244,0.001008481,0.0008924944,0.001216357,0.001781162,0.008127879,0.001936185,0.004501603,0.5106779],"category_scores_gemma":[0.00978007,0.0004360984,0.0009325351,0.0009979137,0.0008361083,0.003975139,0.00274632,0.005069973,0.361477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009516792,"about_ca_system_score_gemma":0.002424171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222525,"about_ca_topic_score_gemma":0.002600392,"domain_scores_codex":[0.998463,0.0002006735,0.0001115313,0.0002385613,0.0007900397,0.0001961843],"domain_scores_gemma":[0.9960871,0.0005904175,0.0002344416,0.0004162122,0.001467183,0.001204664],"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":[0.00001068734,0.00001771032,0.00007337869,0.00007539261,0.000002472526,0.00002787726,0.0000168535,0.000007002066,0.00006156617,0.0008014071,0.9672226,0.03168315],"study_design_scores_gemma":[0.000003967793,0.000005579732,0.0001085372,0.0000651419,0.000001313505,0.00002947507,0.00003045532,0.000007172818,0.00001996288,0.0003505487,0.9993756,0.0000022016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000411861,0.01352668,0.001197299,0.06682639,0.5749816,0.0001647589,0.001422288,0.001400242,0.3400688],"genre_scores_gemma":[0.002234082,0.01087361,0.0007882547,0.05066794,0.1542663,0.0001309093,0.001567324,0.0005611542,0.7789106],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4893221,"threshold_uncertainty_score":0.6979585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093648865994269,"score_gpt":0.3489472951535402,"score_spread":0.3280108064935975,"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."}}