{"id":"W2994779816","doi":"10.1016/j.pathol.2019.11.001","title":"Intraductal carcinoma of the prostate is an aggressive form of invasive carcinoma and should be graded","year":2019,"lang":"en","type":"review","venue":"Pathology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto","funders":"","keywords":"Grading (engineering); Medicine; Prostate; Carcinoma; Adenocarcinoma; Pathology; Oncology; Internal medicine; Cancer; 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":[0.0001268517,0.0003972785,0.002130184,0.0001413419,0.00003791884,0.000005303764,0.0001879568,0.0003193612,0.00002781447],"category_scores_gemma":[0.00009381348,0.0002294807,0.0003674626,0.0001782253,0.0004101101,0.00004824558,0.0001811668,0.0003385086,0.000002247883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222358,"about_ca_system_score_gemma":0.0006545874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008515408,"about_ca_topic_score_gemma":0.00002397591,"domain_scores_codex":[0.998172,0.0001657691,0.0006321112,0.0005264189,0.0002047631,0.0002989427],"domain_scores_gemma":[0.9977245,0.0001626804,0.001094235,0.0007609638,0.0001482181,0.0001094344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001539191,0.0006658251,0.08534634,0.05994265,0.0007060851,0.001271283,0.01049604,5.32245e-8,0.00008459386,0.000471961,0.00079146,0.8400698],"study_design_scores_gemma":[0.02444038,0.03587936,0.3377107,0.09726491,0.0482203,0.02820174,0.002984382,0.00001138329,0.03821605,0.003614955,0.3796726,0.003783274],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2903147,0.7066478,1.340222e-7,0.0002515108,0.0002080636,0.001886425,0.0006102383,0.00000565588,0.00007551696],"genre_scores_gemma":[0.1512752,0.8478709,0.00003732191,0.0002175407,0.00005911889,0.0002395329,0.0001828932,0.0000451398,0.00007238162],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8362865,"threshold_uncertainty_score":0.9357953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214188843698525,"score_gpt":0.3505971139273292,"score_spread":0.2291782295574767,"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."}}