{"id":"W4244188942","doi":"10.5430/jbgc.v4n4p22","title":"Struma ovarii","year":2014,"lang":"en","type":"article","venue":"Journal of Biomedical Graphics and Computing","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Struma ovarii; Medicine; Ovarian tumor; Metastasis; Radiology; Gynecology; Thyroid; Pathology; General surgery; Ovarian cancer; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000500156,0.00007771975,0.0002696844,0.0001525231,0.00006421209,0.00002246338,0.00004478813,0.0000624022,0.00001947382],"category_scores_gemma":[0.00006623792,0.00005188876,0.0001052558,0.0001761669,0.0001007974,0.00002241749,0.00002914748,0.0002095974,5.694835e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001455775,"about_ca_system_score_gemma":0.00004947834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006445296,"about_ca_topic_score_gemma":4.492816e-7,"domain_scores_codex":[0.9991135,0.00002651996,0.0003325263,0.00009338542,0.0003009917,0.0001330763],"domain_scores_gemma":[0.9992684,0.0001205346,0.0001823803,0.00007592396,0.00008625418,0.0002665609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001690901,0.0009772027,0.1458853,0.0002182208,0.0006790569,0.0003159035,0.0003397639,0.00000354239,0.0005231985,0.03282836,0.004466135,0.8135942],"study_design_scores_gemma":[0.01464197,0.009598285,0.7368519,0.002287549,0.0008874568,0.004382736,0.0002278493,0.03506412,0.0004761156,0.01207278,0.1830821,0.0004271161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738377,0.0013314,0.01526637,0.008569764,0.0004738202,0.00006289979,0.000001153669,0.00001140314,0.0004455159],"genre_scores_gemma":[0.9952769,0.0002469818,0.002931987,0.0009362683,0.0005944284,1.793577e-7,0.000001153904,0.000006415426,0.000005723366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8131672,"threshold_uncertainty_score":0.2115962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009897530351165505,"score_gpt":0.2623550019297956,"score_spread":0.2524574715786301,"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."}}