{"id":"W2335547973","doi":"10.1097/dad.0000000000000037","title":"Solid Carcinoma Revisited","year":2014,"lang":"en","type":"article","venue":"American Journal of Dermatopathology","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada); University of Toronto","funders":"","keywords":"Pathology; Apocrine; Carcinoma; Neoplasm; Nodule (geology); Medicine; Anatomy; Biology","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":[0.0002513008,0.0000917644,0.0005541384,0.0001884543,0.00003770766,0.000005881164,0.00009777841,0.00003080159,0.00006817627],"category_scores_gemma":[0.0001721685,0.00007125221,0.0001556663,0.000200862,0.0002310165,0.00004060321,0.00002211358,0.000249031,0.00002620619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003253674,"about_ca_system_score_gemma":0.00009431673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005458499,"about_ca_topic_score_gemma":5.628555e-7,"domain_scores_codex":[0.9990237,0.0001418421,0.0003984438,0.0000967177,0.0001501368,0.0001891066],"domain_scores_gemma":[0.9990042,0.00008839255,0.0003366358,0.000206567,0.0001802016,0.0001839696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003577506,0.0001361468,0.9096672,0.00003886893,0.00005029248,0.00206471,0.0007721954,0.000006589869,0.02118102,0.0006742888,0.008088801,0.05696213],"study_design_scores_gemma":[0.002039927,0.002985419,0.6403655,0.0001291802,0.0002571766,0.3108109,0.0004688776,0.0001416844,0.003189853,0.0003863797,0.03903893,0.0001861313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902027,0.0002443464,0.003286022,0.003132752,0.0001713484,0.00004561229,0.000001364658,0.0000120586,0.002903746],"genre_scores_gemma":[0.9933688,0.00006923197,0.002213364,0.003912845,0.0003653518,0.000001018767,0.000001457321,0.00001403958,0.00005388827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3087462,"threshold_uncertainty_score":0.2905581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008274778846078046,"score_gpt":0.3073980074393374,"score_spread":0.2991232285932594,"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."}}