{"id":"W1984456418","doi":"10.1148/radiol.2393032020","title":"Case 95:","year":2006,"lang":"en","type":"article","venue":"Radiology","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Dysplasia; Pathology","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":[0.00009459495,0.00007357294,0.00008451028,0.00002598782,0.00005308166,0.000005054421,0.00008887809,0.0001059504,0.0001088582],"category_scores_gemma":[0.00006820544,0.00007288127,0.00004230954,0.00005408992,0.00009732531,7.604245e-7,0.00005583957,0.0000593176,0.00005590365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009131955,"about_ca_system_score_gemma":0.00002953773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000192653,"about_ca_topic_score_gemma":0.0002849008,"domain_scores_codex":[0.9993436,0.00007964487,0.00008529788,0.0002318803,0.00003634666,0.0002232182],"domain_scores_gemma":[0.9996755,0.00001687855,0.00001788868,0.0002165351,0.00004169651,0.00003147858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000103028,0.00009986369,0.02116424,0.00001105785,0.00005616847,0.001960015,0.00002173661,0.0001086412,0.8820122,0.003810984,0.08215921,0.008492826],"study_design_scores_gemma":[0.002354452,0.001134363,0.01759396,0.000003312988,0.00002208782,0.04395591,0.0001793634,0.0003432916,0.1239867,0.003171698,0.8065781,0.0006767398],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883354,0.00243048,0.001013182,0.0001715776,0.00007442556,0.00009922395,0.00000768467,0.00001198076,0.007856029],"genre_scores_gemma":[0.9975681,0.00004645589,0.000175599,0.00008298706,0.0002766277,0.00001866971,0.00007114699,0.00001216568,0.001748296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7580255,"threshold_uncertainty_score":0.2972012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202984054025489,"score_gpt":0.2797656888628396,"score_spread":0.2677358483225847,"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."}}