{"id":"W2891471863","doi":"","title":"LibGuides: Medical Student Toolkit: Clinical Skills","year":2011,"lang":"en","type":"libguides","venue":"","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Computer science; Data science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003227583,0.0006355563,0.001511286,0.0006546908,0.000183273,0.0002743048,0.002027336,0.002945719,0.0124454],"category_scores_gemma":[0.001968921,0.0004875227,0.0005126987,0.0004607598,0.0002845356,0.0004597483,0.001495611,0.001783972,0.00750288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006031391,"about_ca_system_score_gemma":0.0004490239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112583,"about_ca_topic_score_gemma":0.003132235,"domain_scores_codex":[0.9941812,0.00006864742,0.002485858,0.001081967,0.001282492,0.0008999089],"domain_scores_gemma":[0.9971138,0.0002440238,0.0009297505,0.001171188,0.0004415454,0.00009966111],"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":[0.000005114991,0.0003059607,0.01345557,0.0005830335,0.0001417589,0.000222748,0.00001165743,1.632972e-8,3.703917e-8,0.06258285,0.7758219,0.1468693],"study_design_scores_gemma":[0.0005021991,0.00004088294,0.004364089,0.0005734065,0.00008290708,0.00001675458,0.0001222639,0.00001901512,3.308562e-7,0.002483424,0.9912308,0.0005639696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004670539,0.001808244,0.000367972,0.01195889,0.02398892,0.001404164,0.00001989121,0.002270735,0.9535106],"genre_scores_gemma":[0.1218239,0.009407679,0.002030084,0.2131888,0.167939,0.0007742791,0.001507845,0.001318285,0.4820101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4715006,"threshold_uncertainty_score":0.9997576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05283803746848739,"score_gpt":0.3629612086504605,"score_spread":0.3101231711819731,"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."}}