{"id":"W1924375177","doi":"10.3109/08039488.2012.747176","title":"Journal of Visual Communication in Medicine","year":2012,"lang":"en","type":"article","venue":"Journal of Visual Communication in Medicine","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medical education; Computer science; Medicine","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":[0.002141998,0.0005013073,0.0004223164,0.002659047,0.002023397,0.008139648,0.0007153729,0.002104145,0.07521123],"category_scores_gemma":[0.01529188,0.000145454,0.0002800369,0.001731508,0.002837977,0.002837002,0.002010425,0.002335693,0.008231585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001915459,"about_ca_system_score_gemma":0.004220884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610032,"about_ca_topic_score_gemma":0.004706268,"domain_scores_codex":[0.9984659,0.0006041236,0.0001668178,0.00009928085,0.0005132752,0.000150625],"domain_scores_gemma":[0.9899075,0.00308654,0.0007800877,0.0006717966,0.003849834,0.00170416],"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":[0.0001286729,0.000124458,0.002300332,0.00124943,0.00004347942,0.0006201353,0.001152577,0.00006526455,0.0009343371,0.02929577,0.6246622,0.3394232],"study_design_scores_gemma":[0.00002926001,0.00006666801,0.005822279,0.00188149,0.0000410245,0.005011695,0.002293937,0.0001349703,0.0004536581,0.01361061,0.9706228,0.00003165735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01085008,0.2967037,0.003758547,0.1479864,0.07372101,0.0001167546,0.0004670137,0.0003404603,0.4660561],"genre_scores_gemma":[0.3455699,0.2681856,0.006420022,0.04014002,0.1199655,0.0001820893,0.0005533064,0.0003647028,0.2186188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07521123,"threshold_uncertainty_score":0.2516066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05950675926107045,"score_gpt":0.4433181458340915,"score_spread":0.3838113865730211,"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."}}