{"id":"W1606383742","doi":"10.1111/medu.12021","title":"The medical student’s Toolkit","year":2012,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Citation; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009511622,0.0003263431,0.0004260954,0.001368247,0.002040707,0.00505792,0.002050701,0.002706624,0.07998319],"category_scores_gemma":[0.0422519,0.0004924914,0.00060538,0.001075216,0.00164096,0.005091739,0.01577644,0.005262811,0.02578557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002077963,"about_ca_system_score_gemma":0.02114596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901029,"about_ca_topic_score_gemma":0.005430355,"domain_scores_codex":[0.9897543,0.005598677,0.0005541916,0.0003647471,0.002564434,0.001163582],"domain_scores_gemma":[0.9541597,0.01291549,0.001453475,0.003926772,0.004880691,0.02266385],"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":[0.00009811685,0.0003413337,0.00237416,0.0002778713,0.00001429831,0.0001604281,0.002043884,0.0003273909,0.0002504831,0.04177312,0.6900593,0.2622796],"study_design_scores_gemma":[0.00004065306,0.00006083188,0.001702813,0.0002264394,0.000004937258,0.0001649737,0.0009773342,0.0002800343,0.0003181841,0.01334654,0.9828463,0.00003084415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02233072,0.002182137,0.04426197,0.2168316,0.00531603,0.00117674,0.0044654,0.0162812,0.6871541],"genre_scores_gemma":[0.219407,0.003136889,0.1128466,0.05250328,0.001888808,0.002542256,0.005141434,0.004835422,0.5976984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07998319,"threshold_uncertainty_score":0.2675704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289192465777591,"score_gpt":0.4141250812098104,"score_spread":0.4012331565520345,"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."}}