{"id":"W4391397257","doi":"10.1515/9781580467179","title":"Beyond <I>The Art of Finger Dexterity</I>","year":2008,"lang":"en","type":"book","venue":"Boydell and Brewer eBooks","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Computer graphics (images)","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"],"consensus_categories":[],"category_scores_codex":[0.000419009,0.0003600607,0.0006567945,0.0001560491,0.000133462,0.00001433085,0.0001624838,0.0005815202,0.0002092421],"category_scores_gemma":[0.0001010699,0.0002514423,0.0002315453,0.00003809946,0.0006172184,0.00002953085,0.00008683748,0.0005870327,0.0001000097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006779615,"about_ca_system_score_gemma":0.0009460543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005093837,"about_ca_topic_score_gemma":0.00002001858,"domain_scores_codex":[0.9980057,0.0000381615,0.0005800721,0.0004268205,0.0005920234,0.0003572618],"domain_scores_gemma":[0.9984543,0.0001665589,0.0002620595,0.000560342,0.0002257961,0.0003309101],"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":[0.0003111754,0.0002615983,0.00001550026,0.0009745324,0.0002641279,0.0001608385,0.01217892,1.360693e-7,0.004442242,0.01058584,0.9105977,0.0602074],"study_design_scores_gemma":[0.0007973733,0.000306016,0.0006399212,0.0006642357,0.0003517361,0.0003378755,0.00009931329,0.000007741883,0.000661006,0.002725204,0.9931404,0.0002691527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009643357,0.005157964,0.00007014488,0.0007371195,0.0008273423,0.0006731611,0.00003577724,0.00005054249,0.9828046],"genre_scores_gemma":[0.01343237,0.0007067012,0.0002468289,0.002598707,0.001366771,0.00002784015,0.0001706657,0.00005977859,0.9813904],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08254275,"threshold_uncertainty_score":0.9999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145786482979305,"score_gpt":0.2392710211742393,"score_spread":0.2246923728763089,"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."}}