{"id":"W72220783","doi":"10.1097/dad.0b013e3182a4153a","title":"A Case of Red Ears","year":2014,"lang":"en","type":"article","venue":"American Journal of Dermatopathology","topic":"Ear and Head Tumors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"","keywords":"Computer science; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003142647,0.00007014878,0.0005243646,0.0001776776,0.00001907953,0.000001834556,0.00005986612,0.00002686992,0.00004008862],"category_scores_gemma":[0.0001833221,0.000055079,0.0001234029,0.0001482137,0.0002936076,0.00003103645,0.00001502457,0.0002045555,0.000008407372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000114614,"about_ca_system_score_gemma":0.00006836149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001328167,"about_ca_topic_score_gemma":0.000002214432,"domain_scores_codex":[0.9991292,0.0001401994,0.0004184862,0.0000678521,0.00010126,0.0001430353],"domain_scores_gemma":[0.9990052,0.00008629444,0.0004561667,0.0001580349,0.000160749,0.0001335458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.000661846,0.0003286785,0.8237053,0.0001066155,0.00009782282,0.0699847,0.002212769,0.00001105289,0.02986603,0.001107851,0.002098458,0.06981887],"study_design_scores_gemma":[0.00101417,0.002306632,0.0684699,0.00005698637,0.0001094605,0.9230356,0.00078464,0.00004400983,0.002308557,0.0002167281,0.001590268,0.00006309663],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954733,0.00006290242,0.0007152875,0.001438125,0.00009095493,0.00003543784,8.683792e-7,0.000005995049,0.002177097],"genre_scores_gemma":[0.9949731,0.00002074706,0.004042694,0.0008196408,0.00009979889,4.337389e-7,3.580159e-7,0.00001112043,0.00003209656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8530508,"threshold_uncertainty_score":0.2246056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003571227943397,"score_gpt":0.2827666934383605,"score_spread":0.2727309811589266,"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."}}